Historical AI Consensus

This page preserves the research and market snapshot packaged for this batch. It is not updated with later prices or revised advisor outputs.

Symbol: Z.NASDAQ
Batch: 7
Published: September 20, 2026
AI Advisors: 14

Historical AI Consensus Investment Thesis

Zillow Group (Z) Stock Forecast and AI Rating

Deep analysis published Sep 20 2026Original pricing snapshot Sep 18 2026

Publisher

Russlan Ramdowar

12 min read

Published 1-Year and 5-Year Forecast Outlook

Forecast targets and rating

Published batch rating

BUY

Calculated from the frozen synthesized path using the same return, horizon, volatility and dividend rules as individual opinions.

2027

1-Year

BUY

$33

+12.2%

2031

5-Year

BUY

$63

+109.8%

Published batch insight

Digital Real Estate Leader Monetizes Countercyclical Rents Amid Housing Turnover Freeze

A sharp divergence defines market views: while elevated mortgage rates freeze residential transaction velocity, countercyclical rental marketplace expansion and software monetization sustain double-digit top-line growth. High stock compensation and listing-feed litigation cap multiple expansion, but operating leverage supports long-term value accumulation.

Deep Forecast Analysis by iPulse AI Engine

This analysis preserves the original published batch. Audit published forecasts in full transparency

Michael Burry (Vulture), Universal Investor (Polymath), Warren Buffett (Value Purist), Elon Musk (Visionary), Superintelligence (Anthropologist), Ray Dalio (Strategist), Sherlock Holmes (Whistleblower), J.P. Morgan (Titan), Machiavelli (Insider). Some archetypes run in multiple modes, resulting in 14 advisors total.

Computed on these frontier AI models

Gemini

Claude

ChatGPT

Full published thesis

Executive Summary

If you invested $10,000 in Zillow Group at publication: $20,982 in five years versus $13,892 for S&P 500 benchmark.

Zillow Group · Synthesized ConsensusS&P 500 benchmark

Figure: Five-year synthesized consensus value path for Zillow Group compared with S&P 500 benchmark. The path uses the synthesizer’s normalized opinion weights.

20-quarter synthesized forecastPrice targets, quarterly returns and the reasoning behind each stepView table

Frozen forecast from 18 Sept 2026. Prices in USD; returns exclude dividends. Each quarter is compounded from the previous quarter.

Anchor: 29.81 USD1-year price return: +12.22%5-year price return: +109.82%

Swipe the table horizontally to read every column.

Twenty quarterly synthesized price forecasts in USD, with returns and rationale
Quarter / date	Target (USD)	Quarter return	Total return	Forecast rationale
Q118 Dec 2026	29.91	+0.33%	+0.33%	Elevated mortgage rates and transition friction in transaction revenue recognition temper near-term optimism. However, outperforming multifamily rental growth and ongoing share repurchases provide immediate downside support, keeping pricing relatively stable.
Q218 Mar 2027	30.72	+2.72%	+3.07%	Winter seasonality and sticky interest rates suppress homebuyer volume, while full-year results confirm modest GAAP profitability. Corporate restructuring savings begin materializing, offsetting elevated stock compensation and keeping valuation multiples anchored.
Q318 Jun 2027	32.47	+5.67%	+8.91%	Spring transaction activity demonstrates solid adoption of Listing Showcase and touring software. Expanding rental subscriptions and mortgage originations deliver sequential operating leverage, driving a modest relief re-rating across public markets.
Q418 Sept 2027	33.45	+3.04%	+12.22%	Redfin rental competition and MLS arbitration headlines create headline noise, but Enhanced Markets monetization gains traction. Growth across non-residential verticals proves resilient, confirming structural diversification away from legacy home turnover.
Q518 Dec 2027	35.06	+4.82%	+17.62%	Multifamily rental listings reach record scale, generating steady subscription cash flow. Reduced restructuring charges allow improved cash conversion, reinforcing investor confidence in the durability of the transformed asset-light platform.
Q618 Mar 2028	37.14	+5.91%	+24.58%	Preliminary hints of monetary easing soften benchmark bond yields, stimulating early spring touring demand. Software subscriptions from brokerages provide stable baseline revenue, enabling positive earnings revisions across equity coverage.
Q718 Jun 2028	39.67	+6.81%	+33.06%	Mortgage rate moderation unlocks pent-up existing home inventory, accelerating residential transaction velocity. High incremental contribution margins on agent connections propel quarterly operating income upward, validating long-anticipated operating leverage.
Q818 Sept 2028	41.32	+4.17%	+38.61%	Summer closing volumes convert into substantial fee revenue, while mortgage origination approaches standalone breakeven. Disciplined cost control keeps overhead stable, allowing incremental gross profit to flow cleanly into operating cash.
Q918 Dec 2028	42.69	+3.32%	+43.22%	Seasonal transaction slowing is cushioned by sticky software ARR and rental renewals. Management moderates share repurchases to rebuild balance-sheet liquidity, maintaining steady valuation support into year-end financial reporting.
Q1018 Mar 2029	44.85	+5.04%	+50.44%	Demographic family formations and normalized borrowing costs stimulate healthy spring market demand. Digital workflow integration across partner brokerages drives higher transaction conversion, supporting solid first-quarter revenue expansion.
Q1118 Jun 2029	47.01	+4.84%	+57.71%	Broad housing market turnover normalizes toward multi-year equilibrium. Peak seasonal transaction throughput combines with mature take-rates to produce strong GAAP net income, prompting multiple expansion across institutional models.
Q1218 Sept 2029	48.84	+3.89%	+63.84%	Rental marketplace monetization achieves mature profitability, while digital closing attach rates expand transaction revenue yields. Cash generation comfortably funds continuous technology reinvestment without requiring external debt financing.
Q1318 Dec 2029	50.61	+3.63%	+69.79%	Cumulative share count reductions over preceding quarters visibly concentrate per-share owner earnings. High platform engagement deters competitive encroachment, preserving firm valuation levels through the winter seasonal trough.
Q1418 Mar 2030	52.58	+3.89%	+76.39%	Automated workflow tools and AI-driven property matching enhance conversion efficiency across mobile search surfaces. Predictable recurring subscription cash flows from enterprise brokerage tools establish a defensive first-quarter earnings baseline.
Q1518 Jun 2030	54.79	+4.21%	+83.81%	Resilient spring transaction velocity intersects with closed-loop transaction monetization, generating record operating cash flow. Operating margins widen as fixed technology investments are absorbed across expanding transaction volume.
Q1618 Sept 2030	55.95	+2.10%	+87.68%	Revenue growth moderates to sustainable low-teens rates as cyclical comparisons mature. High cash conversion and strong competitive positioning preserve premium marketplace multiples against broader economic deceleration.
Q1718 Dec 2030	57.24	+2.30%	+92.00%	Full-year results confirm durable double-digit operating margins and substantial cumulative float reduction. Capital allocation discipline ensures steady free cash flow delivery, keeping shareholder returns securely on an upward path.
Q1818 Mar 2031	59.17	+3.37%	+98.48%	Strong rental renewals and stable mortgage financing attach rates provide dependable earnings ahead of the homebuying season. The platform commands unmatched consumer mindshare, defending lead-generation pricing power across major metropolitan regions.
Q1918 Jun 2031	61.19	+3.42%	+105.26%	Matured residential transaction turnover yields high-velocity lead conversions and closing fees. Modest equity compensation growth allows a higher proportion of operating income to translate directly into diluted per-share earnings.
Q2018 Sept 2031	62.55	+2.22%	+109.82%	The five-year transformation culminates with the enterprise established as the essential software and transaction infrastructure for residential mobility, commanding a defensible marketplace valuation on durable cash generation.

The base-case economic argument centers on an asset-light monetization model decoupling from a cyclical housing turnover trough. While ten-year Treasury yields near five percent and seven-percent mortgage rates prolong existing-homeowner lock-in, top-of-funnel consumer dominance enables eighteen-percent revenue expansion through multifamily rentals, mortgage origination, and workflow software. Fixed-cost absorption following the 2026 workforce restructuring creates substantial operating leverage. However, valuation remains highly sensitive to equity compensation dilution and liquidity constraints, as aggressive buybacks depleted cash reserves to 682 million dollars. The strongest counterargument highlights persistent buyer-broker commission deflation, FTC rental competition mandates, and regional MLS arbitration disputes that cap take-rate expansion.

Key insights

Preferred connection cohorts and mortgage attach convert casual portal traffic into higher transaction take-rates, driving structural margin expansion as macro turnover normalizes.
Multifamily rental expansion approaching a one-billion-dollar annual run-rate provides vital countercyclical cash generation that buffers platform earnings against prolonged interest-rate volatility.
Excessive annual stock-based compensation remains the primary wedge between adjusted EBITDA and GAAP profits, requiring anti-dilution repurchases that limit organic balance-sheet accumulation.

Deep Dive

Prevailing market consensus treats the business as an interest-rate casualty trapped in a multi-year housing freeze. The outside crowd anchors on depressed existing home sales, five-percent Treasury yields, and commission compression from the National Association of Realtors settlement. Public commentary assumes that agent ad spending must permanently contract, dismissing recent top-line acceleration as low-quality volume masked by optically expensive trailing GAAP price-to-earnings multiples.

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Alpha Gap & Repricing Catalysts

Where the published AI consensus diverged from the market narrative

Market narrative

Alpha gap

The crowd underestimates the shares' underlying value, creating an underpricing gap driven by misdiagnosed revenue mix. Investors mistakenly equate the business with national transaction volumes, failing to recognize that non-cyclical rentals and mortgage origination now compound above thirty percent. Furthermore, the market overlooks fixed-cost operating leverage from corporate restructuring and massive buyback accretion. However, the bull edge is constrained by real stock-compensation dilution and listing-access disputes that consensus bulls ignore.

Repricing catalyst

Consecutive quarterly earnings releases in mid-2027 demonstrating sustainable GAAP operating margin expansion above six percent will trigger market repricing. Corroborated by multifamily rental revenue crossing a one-billion-dollar run-rate and stabilizing mortgage origination profitability, institutional models will be forced to value the platform as an asset-light software marketplace rather than a cyclical lead-generation board.

Published consensus context

Macro regime alignment

The prevailing macro regime of restrictive monetary policy, four-percent policy rates, and elevated long-term bond yields is a distinct headwind for residential turnover. High mortgage rates cement the housing lock-in effect. However, this liquidity squeeze acts as a structural tailwind for rentals by expanding tenant pools, while a zero-net-debt balance sheet insulates the business from credit-refinancing distress.

Published consensus context

Advisor disagreement

The decisive analytical debate centers on whether Zillow is an asset-light software marketplace capturing structural tollbooth economics or a cyclical advertising classifieds board burdened by persistent stock dilution and listing vulnerability. Bullish perspectives argue that thirty-percent rental expansion and integrated mortgage attach demonstrate business model decoupling, with aggressive buybacks creating explosive per-share intrinsic value. Skeptics counter that GAAP operating profits remain near zero while four hundred million dollars in annual equity compensation and depleted balance-sheet cash undermine buyback durability. Resolving this tension requires tracking whether mid-2027 GAAP operating margins expand above six percent organically.

Published scenario analysis

Base-case forces, risks, and opportunities

Top drivers and tailwinds

Multifamily rental marketplace scaling: Multifamily property listings expanded over thirty percent, driving quarterly rental revenue past two hundred million dollars. This countercyclical engine capitalizes on elevated mortgage rates that keep prospective buyers renting longer. Generating high-margin subscription cash flow, it cushions consolidated margins and decouples top-line expansion from cyclical resale transaction volume across the multi-year forecast horizon. Expected impact: +28%.
Integrated transaction fee monetization: Transitioning from upfront lead advertising into Preferred transaction revenue-shares and Zillow Home Loans attachments expands monetization per customer. Capturing mortgage origination fees and closing success tolls increases revenue per transaction value beyond legacy levels. As producing agent teams adopt integrated software, structural unit economics and gross profit conversion compound through normalized housing cycles. Expected impact: +25%.
Operating leverage from corporate restructuring: Workforce rationalization in mid-2026 generated approximately seventy-five million dollars in direct annualized run-rate savings while stabilizing research and development outlays. With platform technology infrastructure largely built out, incremental revenue from rentals and software flows through at high contribution margins, driving significant GAAP operating income expansion as top-line compounding outpaces fixed overhead growth. Expected impact: +22%.
Aggressive counter-cyclical share repurchases: Management retired over eight hundred million dollars in equity during early 2026, delivering a net buyback yield above sixteen percent. Purchasing shares at cyclical trough valuations reduces diluted float, permanently concentrating per-share free cash flow. This capital allocation strategy provides tangible downside price support and mathematically magnifies future earnings-per-share expansion as market turnover recovers. Expected impact: +18%.

Top frictions and headwinds

Prolonged mortgage rate lock-in: Ten-year Treasury yields near five percent keep mortgage rates hovering between 6.5% and 7.5%, cementing the golden-handcuff effect for existing homeowners with legacy sub-4% loans. National resale turnover remains depressed near historical troughs, directly suppressing transaction-dependent residential lead volume and delaying cyclical operating leverage across core agent advertising channels. Expected impact: -20%.
Antitrust buyer-broker commission compression: Implementation of the National Association of Realtors settlement decouples buyer-broker compensation, structurally eroding aggregate commission pools. As buyer-agent commission rates face downward pressure, marginal agents exit the industry and marketing budgets contract. This industry-wide fee compression creates persistent pricing resistance on Premier Agent advertising spend, requiring volume market-share gains simply to defend revenue. Expected impact: -16%.
Stock-based compensation earnings dilution: Annual stock-based compensation exceeding four hundred million dollars remains a heavy recurring drag on shareholder value. The large gap between adjusted EBITDA and GAAP profitability distorts accounting earnings, while open-market share buybacks primarily absorb employee option dilution rather than driving pure net float reduction, limiting reported net margin expansion over the forecast horizon. Expected impact: -14%.
Listing access and feed litigation: Federal court decisions denying preliminary injunctions against regional MLS data suspensions, such as MRED in Chicago, expose platform dependence on external listing feeds. Contentious syndication negotiations and rival portal investments elevate legal overhead and customer acquisition costs, threatening complete inventory display advantages and restricting algorithmic monetization flexibility across key metropolitan markets. Expected impact: -12%.

Tail risks

DOJ portal steering antitrust injunction: Adverse Department of Justice antitrust action or regulatory enforcement targeting real estate portal steering and exclusive broker routing could dismantle the Preferred monetization framework by mid-2027. Prohibiting success-based commission splits or mandating open listing syndication would severely impair platform take-rates, reducing residential segment cash flows by more than a third and collapsing enterprise valuation multiples. Probability: +28%. Expected impact: -40%.
Severe stagflationary residential freeze: A persistent global energy shock pushing ten-year Treasury yields past 5.5% could drive mortgage rates above 8.5% through 2027. Affordability destruction would collapse existing home turnover below 3.5 million units. Pervasive brokerage insolvencies and mass agent attrition would severely impair Premier Agent advertising subscriptions and mortgage originations, pushing consolidated GAAP operating results into deep deficits. Probability: +20%. Expected impact: -38%.

Tail opportunities

Macro mortgage rate easing inflection: A decisive macroeconomic disinflation cycle driving benchmark ten-year Treasury yields below 3.75% would pull mortgage rates toward 5.5% by 2028. Breaking the rate-lock freeze would unleash years of pent-up household formation, surging existing home sales toward 5.5 million annualized units. High operating leverage on established platform overhead would rapidly double GAAP operating income and free cash flow. Probability: +32%. Expected impact: +55%.
Closed-loop digital transaction monopoly: Achieving nationwide scale in automated digital touring, mortgage underwriting, and closing software by 2029 could establish an indispensable transaction utility. Capturing integrated financing, escrow, and title tolls exceeding one hundred basis points per home purchase would triple platform revenue per transaction. Network effects would expand operating margins past twenty-five percent, triggering a major market valuation re-rating. Probability: +22%. Expected impact: +45%.

What to monitor

Thesis watchpoints

-- Multifamily rental revenue growth sustaining above twenty-five percent year-over-year through mid-2027 confirms counter-cyclical platform decoupling and non-transaction cash resilience.

Key insights

Premier Agent residential revenue contracting more than eight percent year-over-year over two consecutive quarters signals damaging commission compression and broker churn.
Cash and short-term liquid investments falling below five hundred million dollars while quarterly share repurchases exceed free cash flow demands capital allocation reassessment.

Company Financial Analysis

Zillow Group Earnings and Financials Analysis by AI

Financial figures available as of Sep 20, 2026. Only filings and source records available by this analysis date are included.

Earnings and financials

AI Review

The latest financial results tell a story of strong top-line recovery alongside fragile accounting profitability. Trailing twelve-month revenue reached 2.81 billion dollars through mid-2026, growing eighteen percent year-over-year despite a frozen housing turnover market. This expansion was driven by multifamily rental revenue surging over thirty percent and purchase mortgage originations jumping seventy-five percent, demonstrating that the business is no longer tethered solely to home sales. However, true accounting profits remain modest, with trailing net income at fifty-five million dollars and the second quarter of 2026 recording a slight net loss. While trailing free cash flow reached 250 million dollars, expanding mortgage originations consume working capital. Long-term progress requires turning top-line momentum into repeatable GAAP net income.

Revenue, earnings, and cash flow

The table compares up to five fiscal years of revenue, net income, and free cash flow available to this analysis.

Revenue, net income, and free cash flow history
Fiscal year	Revenue	Net income	Free cash flow
2025	USD 2.6B	USD 23M	USD 235M
2024	USD 2.2B	USD -112M	USD 285M
2023	USD 1.9B	USD -158M	USD 189M
2022	USD 2B	USD -101M	USD 4.4B
2021	USD 2.1B	USD -528M	USD -3.3B

Valuation context: historical P/E

The table compares up to five fiscal years of point-in-time valuation evidence available to this analysis.

Historical price-to-earnings ratios
Fiscal year	P/E	Earnings basis	Currency basis	Ticker / reporting
2025	>100x	TTM	Native	USD / USD
2024	--	TTM	Loss-making	USD / USD
2023	--	TTM	Loss-making	USD / USD
2022	--	Annual	Loss-making	USD / USD
2021	--	Annual	Loss-making	USD / USD

P/E uses historical market capitalization and earnings known at each period. Cross-currency observations are normalized to USD using point-in-time FX rates.

Profitability and margins

AI Review

Gross profit margins remain structurally wide at 74.1%, showcasing strong pricing power across digital marketplace listings. The slight decline from historical eighty-percent levels reflects a growing revenue mix from mortgage originations and rental marketing, which carry higher direct fulfillment costs than pure advertising but contribute substantial incremental gross dollars. In contrast, operating margins have lingered near breakeven, improving from negative territory to slightly positive on a trailing basis. The wide gap between a twenty-three percent adjusted EBITDA margin and negligible GAAP operating income is caused by heavy employee stock compensation. Delivering true operating leverage requires revenue growth to consistently outpace overhead while stock grants moderate.

The table compares up to five fiscal years of operating income and reported profitability margins.

Operating income and margin history
Fiscal year	Operating income	Operating margin	Net margin
2025	USD -32M	-1.2%	0.9%
2024	USD -197M	-8.8%	-5.0%
2023	USD -270M	-13.9%	-8.1%
2022	USD -93M	-4.7%	-5.2%
2021	USD 239M	11.2%	-24.8%

Balance sheet and leverage

AI Review

The balance sheet provides substantial structural resilience against macroeconomic downturns. Stockholders' equity stood at 4.88 billion dollars with a conservative debt-to-equity ratio of 0.11 and no burdensome near-term debt maturities. This clean solvency profile ensures complete independence from elevated interest rates and tight commercial bank lending conditions. However, liquidity reserves have been significantly drawn down by aggressive financial engineering. Cash and short-term investments fell from 1.2 billion dollars to 682 million dollars in mid-2026 after management deployed over 826 million dollars into share repurchases. Because buybacks exceeded organic free cash flow, the company must moderate its repurchase pace until cash generation expands.

The table compares up to five fiscal years of debt, liquidity, net cash or debt, and current-ratio evidence.

Balance sheet leverage and liquidity history
Fiscal year	Total debt	Cash + short-term investments	Net cash / (debt)	Current ratio
2025	USD 536M	USD 1.3B	USD 237M net cash	3.13x
2024	USD 743M	USD 1.9B	USD 342M net cash	2.81x
2023	USD 1.8B	USD 2.8B	USD 340M net debt	3.24x
2022	USD 1.9B	USD 3.4B	USD 401M net debt	13.34x
2021	USD 1.6B	USD 2.8B	USD 711M net cash	1.98x

Net debt below zero is displayed as net cash. Current ratio is current assets divided by current liabilities.

Capex and investment intensity

AI Review

Management has maintained strict investment discipline following the complete shutdown of the capital-heavy home-flipping business. Capital expenditures were modest at 5.15% of revenue in fiscal 2025, with cash outlays dedicated to internal software development, artificial intelligence search features, and virtual touring tools rather than physical property inventory. This capital lightness allows the business to convert gross revenue into operating cash flow. While research and development consumes over six hundred million dollars annually in engineering salaries, a corporate restructuring in mid-2026 established a leaner expense base. Management is prioritizing high-return software features that increase transaction conversion over costly infrastructure expansion.

The table compares up to five fiscal years of capital expenditure and research-and-development investment.

Capital expenditure and research and development history
Fiscal year	Capital expenditure	R&D spend
2025	USD 133M	USD 607M
2024	USD 143M	USD 585M
2023	USD 165M	USD 560M
2022	USD 140M	USD 498M
2021	USD 104.4M	USD 421M

Immutable published data

Averaged consensus horizons

The table preserves this publication's original rating, return, and advisor-agreement measurements by forecast horizon.

Horizon	Rating	Score incl. dividends	Compounded return incl. dividends	Direction agreement	Snapshot
1Y	NEUTRAL	61	+11.4%	Not available	ORIGINAL
5Y	BUY	178	+112%	Not available	ORIGINAL

Averaged consensus scenarios

The table outlines the frozen bear, consensus, and bull price scenarios for each published forecast period.

Period	Date	Bear case	Consensus	Bull case	AI Advisors
+3M	December 18, 2026	27.43	29.96	31.3	14
+6M	March 18, 2027	26.33	30.68	32.86	14
+9M	June 18, 2027	26.09	32.27	35.16	14
+1Y	September 18, 2027	24.79	33.2	37.27	14
+15M	December 18, 2027	25.28	34.71	39.14	14
+18M	March 18, 2028	26.3	36.72	42.27	14
+21M	June 18, 2028	27.61	39.27	46.07	14
+2Y	September 18, 2028	27.06	40.9	48.84	14
+27M	December 18, 2028	27.87	42.44	51.28	14
+30M	March 18, 2029	28.99	44.55	54.87	14
+33M	June 18, 2029	30.72	46.98	59.26	14
+3Y	September 18, 2029	31.34	48.76	62.73	14
+39M	December 18, 2029	31.03	50.52	64.71	14
+42M	March 18, 2030	32.27	52.5	68.49	14
+45M	June 18, 2030	33.88	54.83	73.29	14
+4Y	September 18, 2030	34.9	56.22	76.95	14
+51M	December 18, 2030	35.48	57.65	78.49	14
+54M	March 18, 2031	36.19	59.57	81.63	14
+57M	June 18, 2031	37.28	61.68	85.71	14
+5Y	September 18, 2031	37.28	63.2	88.28	14

Frozen comparison context

SPDR S&P 500 ETF Trust forecast context

The benchmark definition and forecast path are frozen with this publication so future benchmark changes do not rewrite the historical comparison.

Benchmark snapshot: 761.69 on September 18, 2026

Period	Date	Bear case	Consensus	Bull case
+3M	December 18, 2026	723.6055	750.2647	769.3069
+6M	March 18, 2027	701.8973	736.44	784.693
+9M	June 18, 2027	695.1	743.3975	808.2338
+1Y	September 18, 2027	681.198	755.1476	816.3162
+15M	December 18, 2027	688.01	776.2182	840.8057
+18M	March 18, 2028	701.7702	787.1259	857.6218
+21M	June 18, 2028	722.8233	802.8344	883.3504
+2Y	September 18, 2028	730.0515	812.0465	892.1839
+27M	December 18, 2028	751.9531	839.1839	927.8713
+30M	March 18, 2029	766.9921	850.5008	946.4287
+33M	June 18, 2029	782.332	872.3935	965.3573
+3Y	September 18, 2029	790.1553	885.5111	975.0109
+39M	December 18, 2029	805.9584	909.5618	1,004.2612
+42M	March 18, 2030	822.0776	916.132	1,024.3464
+45M	June 18, 2030	830.2984	936.5109	1,055.0768
+4Y	September 18, 2030	830.2984	947.3438	1,065.6276
+51M	December 18, 2030	855.2073	969.5876	1,097.5964
+54M	March 18, 2031	872.3114	979.9863	1,119.5483
+57M	June 18, 2031	889.7577	999.6043	1,141.9393
+5Y	September 18, 2031	898.6553	1,011.7644	1,153.3587

Behind the synthesis

How each opinion shapes the consensus

14 opinions · 100% allocated

The independently supported consensus reveals a business successfully decoupling revenue growth from frozen residential housing turnover through rapid rental marketplace expansion and higher transaction monetization. However, reports diverge sharply on earnings quality. Bullish perspectives project dramatic operating leverage and benefit from massive share buybacks, while rigorous empirical reports demonstrate that stock-based compensation exceeding four hundred million dollars annually severely depresses true GAAP profitability. Furthermore, primary filings confirm cash reserves fell from 1.2 billion dollars to 682 million dollars in mid-2026 due to repurchases outpacing organic free cash flow, while mortgage origination consumes working capital. Regulatory disputes, including FTC rental mandates and regional MLS arbitration setbacks, introduce real frictions. Consequently, relative weights prioritize filings-grounded analyses that incorporate dilution and restructuring reality over unconstrained multiple expansion, while preserving the proven structural power of countercyclical rental compounding.

AI RESEARCHER

11.43%Weight

Universal Investor AI

The Polymath

GPT-6 Astra

Exemplary primary-source verification incorporating SEC filings, FTC settlements, and MLS arbitration rulings. It grounds valuation in diluted shares, restructuring charges, and realistic terminal multiples, providing the most causally disciplined forecast path.

AI RESEARCHER

11.43%Weight

Universal Investor AI

The Polymath

Opus 5

Superior empirical grounding using Q2 2026 disclosures. It uniquely highlights mortgage working-capital absorption, traffic contraction, and the mathematical unsustainability of current buyback run-rates without a cash-flow inflection, balancing growth against structural frictions.

AI RESEARCHER

9.52%Weight

Sherlock Holmes AI

The Whistleblower

Gemini 3.8 Flash

This analysis provides robust, source-verified evidence detailing Zillow's transition toward Enhanced Markets and counter-cyclical rental monetization. Its causal link between non-transactional revenue expansion and operating leverage is persuasive, though it mildly underweights the cash drain from stock compensation.

AI RESEARCHER

7.62%Weight

Universal Investor AI

The Polymath

Gemini 3.8 Flash

Excellent identification of fixed-cost operating discipline and multifamily listing expansion approaching a billion-dollar run rate. It balances top-line growth against rate lock-in frictions with coherent causal mechanisms.

AI RESEARCHER

7.62%Weight

Warren Buffett AI

The Value Seeker

Gemini 3.8 Flash

Provides a sound owner-earnings framework distinguishing asset-light toll extraction from cyclical home turnover. It rightly identifies wide gross margins, though its timeline for full turnover mean reversion is somewhat optimistic.

AI RESEARCHER

7.62%Weight

Niccolo Machiavelli AI

The Insider

Gemini 3.8 Flash

Details the operational shift toward Preferred revenue-share arrangements and corporate restructuring savings. Its assessment of top-tier agent consolidation is realistic, though regulatory scrutiny on exclusive syndication remains an underappreciated friction.

AI RESEARCHER

6.67%Weight

J.P. Morgan AI

The Titan

Gemini 3.8 Flash

Presents strong insight into per-share value concentration driven by an aggressive buyback program. However, its terminal multiple expansion assumptions are overly aggressive given persistent benchmark interest rates and regulatory headwinds surrounding agent steering.

AI RESEARCHER

6.67%Weight

Superintelligence AI

The Anthropologist

Gemini 3.8 Flash

Offers a compelling synthesis of rental marketplace decoupling and enterprise software attach. It captures the balance-sheet resilience well, though it partially discounts the timing delay in mortgage closing revenue recognition.

AI RESEARCHER

6.67%Weight

Ray Dalio AI

The Strategist

Gemini 3.8 Flash

Strong long-term debt cycle framing that captures how non-cyclical rentals buffer high-interest-rate environments. It provides good capital allocation logic, although its terminal free cash flow conversion assumes seamless mortgage scaling.

AI THINKER

5.71%Weight

Warren Buffett AI

The Value Seeker

Gemini 3.8 Flash

Clear focus on competitive moats and per-share intrinsic value accretion from buybacks. It correctly notes low balance sheet leverage, but glosses over the gross margin compression from expanding mortgage origination.

AI THINKER

5.71%Weight

Universal Investor AI

The Polymath

Gemini 3.8 Flash

Disciplined assessment of post-iBuying capital lightness and software monetization through ShowingTime and Follow Up Boss. It properly identifies FCF inflection, though it minimizes the regulatory overhang from commission unbundling.

AI THINKER

4.76%Weight

Superintelligence AI

The Anthropologist

Gemini 3.8 Flash

The report presents a rigorous critique of agent commission compression and heavy stock dilution. However, it overstates the immediate threat of generative AI search disintermediation while downplaying the structural durability of rental marketplace revenue.

AI RESEARCHER

4.76%Weight

Michael Burry AI

The Vulture

Gemini 3.8 Flash

A disciplined value assessment highlighting razor-thin GAAP operating margins and high trailing multiples. It accurately notes the liquidity drain from buybacks, but underestimates operating leverage from software integrations and countercyclical multifamily listing expansion.

AI RESEARCHER

3.81%Weight

Elon Musk AI

The Visionary

Gemini 3.8 Flash

Accurately highlights the grotesque gap between adjusted EBITDA and GAAP net income while noting buyback liquidity depletion. However, its near-term path is excessively punitive regarding immediate organic traffic collapse.

Research Provenance

References & Context

This Zillow Group consensus analysis combines structured market evidence with independent AI-agent forecasts. External references below are limited to sources recorded by the researcher agents for this forecast batch.

Primary analysis inputs

iPulse AI Multi-Agent Forecasts — independent analyst personas, model outputs, and consensus synthesis.
iPulse AI Global Events Context — macroeconomic, geopolitical, regulatory, and industry-event context.
Structured market history — prices, distributions, volatility, identifiers, and listing metadata.
Company earnings and financial statements — revenue, profitability, balance-sheet, cash-flow, and investment trends.
Researcher web evidence — public sources consulted to challenge and contextualize the forecast thesis.

Independent AI Advisor panel

AI Advisors: 14
AI Researchers: 11
AI Thinkers: 3

Sources retained from AI Researcher searches

Asset-specific · Researcher web

Showing the top 15 of 62 deduplicated sources retained for this batch.

01FTC Secures Order Resolving Antitrust Concerns with Zillow-Redfin Agreement | Federal Trade Commissionftc.gov
02www.sec.govsec.gov
03www.sec.govsec.gov
04z-20260630sec.gov
05ZILLOW GROUP, INC. - Form 8-K - FY2025sec.gov
06urban compasscbinsights.com
07Zillow resolves FTC lawsuit over claims it paid Redfin to suppress rental listings - Chicago Sun-Timeschicago.suntimes.com
08__symbol__ Stock Quote Price and Forecast | CNNcnn.com
09Case 2:25-cv-01818-JLR Document 45 Filed 12/29/25 Page 47 of 100cohenmilstein.com
10MEMORANDUM Opinion and Order: For the reasons set forth in the attached Memorandum Opinion and Order, the plaintiff's motion for preliminary injunction is denied for Zillow Group, Inc. et al v. Midwest Real Estate Data LLC et al :: Justia Dockets & Filingsdocs.justia.com
11MRED Suspends Listing Data Feeds to Zillow Groupfinance.yahoo.com
12Zillow Group Inc (Z) (Q2 2026) Earnings Call Highlights: Strong Revenue Growth and AI Momentum ...finance.yahoo.com
13Zillow Group, Inc. Class C Q2 2026 Earnings Call Summaryfinance.yahoo.com
14Zillow Q2 Earnings Surpass Estimates on Solid Revenue Growthfinance.yahoo.com
15How the FTC's last-minute settlement with Zillow and Redfin reshapes their $100M rentals deal – GeekWiregeekwire.com

And 47 more sources were used and retained in the batch inventory.

Context retained with this Consensus

The same public-safe market, global-event, and fundamental context supplied to the AI Advisor panel.

Global context snapshot

2025 Full-Year Global Market and World-Events Context

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Coverage 2025-01-01 to 2025-12-31 · Knowledge cutoff 2025-12-31

This full-year context package covers the principal geopolitical, economic, monetary-policy, technology, trade, energy, and institutional developments that shaped global markets during 2025. It gives the forecasting model a chronological account of major world events together with their likely transmission into growth, inflation, interest rates, supply chains, commodities, currencies, public markets, and sector-level investment conditions.

The package also includes monthly and quarterly macroeconomic and cross-asset reference tables spanning US and international growth, central-bank policy, sovereign yields, major equity indices, foreign exchange, energy, industrial and precious metals, and digital assets. Quarterly and full-year high-impact summaries are integrated; monthly quantitative series remain working values pending final audit, and that qualification is part of the preserved context.

Top 3 market shifts from 2025 Full-Year Global Market and World-Events Context
Top 3 Market Shifts From File	Date	Status
DeepSeek shock and AI economics reset	2025-01-27	OPEN ENDED TREND
US tariff regime escalation and trade-system rupture	2025-02-01	ACTIVE POLICY REGIME
Federal Reserve easing cycle after a prolonged hold	2025-09-17	ACTIVE POLICY REGIME

Representative Sources of the Context File

Federal Reserve US Bureau of Labor Statistics US Bureau of Economic Analysis US Treasury US Energy Information Administration Reuters World Associated Press World News BBC World

And more sources from the retained context package.

2026 Year-to-Date Global Market and World-Events Context Through September 20

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Coverage 2026-01-01 to 2026-09-20 · Knowledge cutoff 2026-09-20

January 1-September 20, 2026: monetary tightening, energy security, trade restrictions, AI financing and divergent growth; five leading market themes.

Fed raised rates to 3.75%-4.00%; ECB hike is in force and BOJ increase starts September 24. Markets through September 18, bitcoin through September 19.

Top 3 market shifts from 2026 Year-to-Date Global Market and World-Events Context Through September 20
Top 3 Market Shifts From File	Date	Status
Renewed monetary tightening amid persistent inflation	2026-01-30	ACTIVE POLICY REGIME
Iran/Hormuz conflict and wider energy-security disruption	2026-02-28	ONGOING
Tariff legal reset and strategic supply restrictions	2026-02-20	ACTIVE POLICY REGIME

Representative Sources of the Context File

Federal Reserve US Bureau of Labor Statistics European Central Bank International Monetary Fund Reuters World Associated Press World News

And more sources from the retained context package.

Fundamental context

Income statement

9 fields

depreciationAndAmortization · ebit · ebitda · grossProfit · +5 more fields

Balance sheet

12 fields

cash · commonStockSharesOutstanding · longTermDebt · netDebt · +8 more fields

Cash flow

5 fields

capitalExpenditures · dividendsPaid · freeCashFlow · salePurchaseOfStock · +1 more field

annual: 2014-12-31–2025-12-31, 12 periods; quarterly: 2023-09-30–2026-06-30, 12 periods

Currencies cited: USD (quote USD; primary reporting USD; converted/valuation USD).

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