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№ 440 29 filings · 2021-10-12 → 2026-02-04

YOUGOV PLC

YOU
Media Share price 296p Market cap £342m Overall fit 420 /1000

Partial fit: panel is a genuinely interesting proprietary-data AI-receiver asset with decent operating leverage and the shares are fairly priced, but underlying growth is weak, balance sheet carries 1.7x leverage, and earnings-quality / governance issues (restatement, auditor change, CEO churn) limit the downside protection the investor requires.

Fair value range 245p–335p Mid case · £340m
Absolute upside -0.5% vs current market cap
Conviction 3/5 confidence in fair call
Supports the call
  • Two valuation methods (forward P/E ~10x and EV/EBITDA ~6x) converge on a similar range
  • Clear disclosure of adjusted vs. statutory earnings and explicit medium-term targets
  • Cost-optimisation plan is 70% delivered and quantified
Limits the call
  • FY23 restatement, auditor change, audit delay and large recurring separately-reported items complicate underlying earnings
  • Pace of recovery to 25% margin / £650m revenue target is genuinely uncertain given low-single-digit growth
Methodology

Blended forward P/E and EV/EBITDA with medium-term target cross-check

In one line · bull case

Proprietary consumer-data panel with latent AI/data-asset value, a credible margin-recovery plan and a reasonable valuation, but execution risk is real.

In one line · biggest risk

Underlying growth has decelerated well below the medium-term target path, and leverage plus governance noise limit the margin for error.

Drivers
AI beneficiary 48 /100
Proprietary 29m-member panel has latent AI-training/data value and Yabble gives a generative-AI product line, but no revenue line yet attributable to AI; indirect, not direct.
Operating leverage 58 /100
81% gross margin, high fixed panel/tech/central cost base, segment Data Products margins 33-43%; medium-term 25% margin target implies ~36% incremental contribution, decent not pure-SaaS.
Earnings vs expectations 38 /100
FY24 was a clear miss (June 2024 warning); FY25 and H1 FY26 in line with reset expectations — more misses than beats over five years.
Growth momentum 38 /100
Underlying growth decelerated from 9% (FY23) to 3% (FY24) to low-single-digit in H1 FY26, well below the £650m medium-term ambition path.
Moat 55 /100
Panel scale (29m + 132k CPS households) and 'most quoted' brand give moderate stickiness and renewal rates, but direct competition from Kantar/Ipsos/Nielsen and client switching is real.
Earnings quality 42 /100
FY23 restatement for IAS 38/IFRS 9 errors, FY24 audit delay, auditor change, £38.7m of separately-reported items vs. £49.6m adjusted OP; statutory EPS was -2.0p vs. adjusted 29.4p.
Management quality 45 /100
Founder-CEO Shakespeare returned Feb 2025 after Hatch stepped down following a profit warning; CPS acquisition is strategically defensible but added significant complexity.
Cyclicality 55 /100
Client marketing/research budgets are cyclical; media-agency Data Products revenue is already soft on budget pressure, though subscription base dampens volatility.
Leverage 40 /100
Post-CPS net debt £148m, 1.7x EBITDA, 3.0x covenant; manageable but limits optionality and sensitive to a further revenue stumble.
Value-trap signals · 6
  • Multi-year underlying growth deceleration
  • Prior-year financial restatement under IAS 8
  • Auditor change (PwC to Grant Thornton) and FY24 audit delay
  • CEO change following profit warning
  • Large recurring separately-reported items creating adjusted/statutory divergence
  • MENA goodwill written off, impairment risk flagged at DACH and APAC CGUs

YouGov plc (YOU) — Investment Research Note

Executive summary

YouGov is a UK-headquartered international consumer research and data analytics group operating a proprietary online panel of ~29 million registered members (plus the acquired CPS household-FMCG panel across 18 European countries) and selling subscription data products, syndicated and custom research. The period covered has been one of transition: double-digit reported revenue growth (largely from the January-2024 €315m CPS acquisition) alongside a sharp underlying slowdown, a June-2024 profit warning, a 400bps margin compression to 15%, a CEO change (Hatch out, co-founder Shakespeare back in February 2025), a prior-year financial restatement, an auditor change and a £20m cost-optimisation plan. The key valuation question today is whether the shares' recovery from 169p (March 2026) to 295p already captures a plausible return to the medium-term £650m / 25% margin ambition — on current trajectory (low-single-digit growth in H1 FY26) the stock looks broadly fair rather than cheap.

Fair value estimate

  • Fair value range: 245p – 335p per share → implied market cap £287m – £393m (central ~290p / £340m).
  • Methodology: triangulation of (i) forward P/E on adjusted EPS and (ii) EV/EBITDA.
    • FY24 adjusted EPS was 29.4p on a now-depressed cost base; applying the FY25 cost actions (£14m of in-year £20m savings) and modest low-single-digit organic growth plus full-year CPS, run-rate FY26 adjusted operating profit is plausibly £55–65m, interest £8–9m, tax ~25% → adjusted EPS roughly 28–34p. At a 9–11x forward P/E (reasonable for a growth-light UK AIM data business with 1.7x leverage) that implies ~255–370p.
    • On EV/EBITDA: FY24 adj. EBITDA £76.4m; adding modest growth gets to ~£85m in FY26e. At 6–7x EV/EBITDA less net debt of ~£150m gives an equity value range ~£360m – £450m (£307–£385p). Lower end accounts for execution risk and leverage.
  • Compared with the latest market cap of £341.9m / 295.60p: central fair value is close to the current price. Absolute upside to midpoint: ~ −2% to +2%; range implies −17% downside to +13% upside.

Sector context

Confirmed sector classification: Consumer Discretionary / Media (ICB), though functionally this is a Research & Data Analytics business.

  • Quality profile is above typical media peers — subscription Data Products carry 30–40% operating margins and renewal rates are stable — but growth is now below peers' long-term expectations (underlying 3% in FY24, low-single-digit in H1 FY26 vs. the 20%+ seen pre-2022). Leverage is moderately higher than historic (post-CPS 1.7x net debt / EBITDA) 2024-11-06 FY results.
  • Listed peers: Kantar Group (private, direct competitor), Ipsos SA (France), Nielsen (private), Gartner (US, data-subscription analogue), GlobalData, Relx (scale analogue in data analytics).

Investment thesis (3 bullets)

  • Panel is a genuinely proprietary asset with latent AI-training/data value. 29m registered members plus ~132k CPS households and ~18m shopping trips create a connected consumer dataset competitors cannot easily replicate; management has started monetising it through Yabble (generative AI insights, acquired August 2024) and YouGov Safe/CategoryView, with early commercial interest in AI products called out 2026-02-04 H1 trading update; 2024-11-06 FY24 results.
  • Operating leverage is now set up to re-rate upwards. The £20m cost-optimisation plan was ~70% realised in FY25, gross margins run at 81%, and management continues to target medium-term 25% operating margin vs. 15% achieved in FY24, implying ~£160m of operating profit on £650m of revenue; even partial delivery would materially re-rate earnings 2025-08-05 full-year trading update; 2024-11-06 FY24 results.
  • Valuation is undemanding relative to history and target returns: on a run-rate basis the shares trade at ~10x adjusted earnings and ~6x EBITDA with a ~3% dividend yield (9.25p FY25) — not demanding for a subscription-oriented, cash-generative data business, provided the H2 FY26 execution holds 2025-12-04 AGM; 2026-02-04 H1 update.

Key risks (3 bullets)

  • Growth is structurally decelerating and reliant on recovering a cyclical client budget. Underlying growth was 9% (FY23), 3% (FY24), then low-single-digit in H1 FY26 — the gap vs. the £650m medium-term revenue target widens each year, and media-agency weakness in Data Products persists 2026-02-04 H1 update; 2024-11-06 FY24 results.
  • Earnings quality / disclosure track record is uneven. FY23 accounts were restated for a £4.4m capitalised-software error and a panel-incentive liability reclassification; FY24 full-year results were initially unaudited due to a last-minute audit delay; auditor was changed from PwC to Grant Thornton; £1.8m social-engineering fraud; and large recurring "separately reported items" (£38.7m in FY24 vs. £49.6m adjusted operating profit) mean statutory vs. adjusted earnings diverge materially 2024-10-29 preliminary results; 2024-11-06 FY24 results; 2023-11-07 auditor change.
  • Balance-sheet leverage after CPS limits optionality. Net debt £148.2m, 1.7x EBITDA with a 3.0x covenant and the €240m term loan amortising annually from October 2024; a further revenue stumble or FX move could squeeze headroom — a reverse stress test shows breach at a 9% revenue decline beyond the severe-but-plausible case 2024-11-06 FY24 results; 2023-10-02 facility note in results.

Operating leverage

YouGov has genuinely favourable but not pure-SaaS operating leverage. Group gross margin is 81% (FY24) with Data Products running at mid-80s%; the fixed-cost base is dominated by panel maintenance (£12.1m FY24 panel amortisation, £11.2m panel capex), technology (£8.6m software amortisation, £6.1m software capex) and central costs (£17.3m, growing with revenue but non-linearly) 2024-11-06 FY24 results. The company's medium-term ambition — £650m revenue at 25% adjusted operating margin vs. £335m at 15% today — implies that ~£315m of incremental revenue drives ~£113m of incremental operating profit, i.e. a ~36% incremental contribution margin at scale, which is directionally credible given subscription Data Products' 33–43% segment margin (FY24: 33%, FY23: 43%) 2024-11-06 FY24. In the near term, a 10–20% upside revenue surprise over the current low-single-digit base would plausibly add 30–60% to adjusted operating profit, since the £20m cost base reset and CPS integration costs are already baked in — meaningful leverage, but constrained by growing panel-amortisation and ongoing AI/tech investment. Not top-decile leverage (data collection is a variable cost; the business is not pure software).

Value-trap signals

  • Multi-year underlying growth deceleration (9% → 3% → low-single-digit).
  • Material prior-year restatement under IAS 8 (FY23 accounts) 2024-11-06 FY24 results.
  • Auditor change following tender in 2023; audit delay on FY24 results.
  • CEO churn: Hatch replaced the founder in August 2023, then stepped down February 2025 with founder Shakespeare returning on an interim basis 2025-02-04 H1 trading update.
  • MENA goodwill written off £1.7m FY24; recurring impairment risk at DACH / Asia Pacific CGUs identified in impairment review.
  • Growing gap between statutory and adjusted earnings (statutory EPS was −2.0p in FY24 vs. 29.4p adjusted).
  • Market-research is a slower-growth, highly competitive industry with large incumbents (Kantar, Ipsos, Nielsen) and emerging AI-native competitors.

Earnings vs. expectations

  • H1 FY24 (Feb 2024 trading update): management guided "confident in achieving full year expectations" — but FY24 subsequently missed, with June 2024 profit warning. Clear miss.
  • FY24 full-year (Aug 2024 trading update, Oct/Nov 2024 results): adjusted operating profit £43–46m guided vs. prior consensus ~£60m+; actual £49.6m — "slightly ahead of revised guidance" but materially below original. Miss vs. original, beat vs. revised.
  • FY25 (Feb 2025 and Aug 2025 trading updates): in line with (lowered) expectations; modest underlying growth; cost savings on track. In line.
  • H1 FY26 (Feb 2026 trading update): in line with expectations. In line. Pattern: one significant miss (FY24) followed by in-line delivery against reset expectations. More misses than beats over the five-year window.

Conviction

Conviction: 3 (moderate).

  • Anchors: unambiguous reporting of adjusted vs. statutory profit; management explicitly disclosed the medium-term 25% / £650m targets allowing a plausible bull-case calibration; two methodologies (P/E and EV/EBITDA) converge around 270–310p.
  • Caveats: significant disclosure noise (restatement, auditor change, audit delay, large separately-reported items), CEO churn, and the key swing factor — the pace of medium-term margin recovery and underlying growth — is genuinely uncertain and could support a wide range of outcomes.
Filings consulted · 33

Every document the LLM read for this note. Click any row to open the source.

  1. 2026-02-04Half Year Trading Update And Notice OF Results2026-02-04_9406818_half-year-trading-update-and-notice-of-results.md0.77
  2. 2025-12-04Result OF Agm2025-12-04_9276477_result-of-agm.md0.26
  3. 2025-11-04Annual Report And Accounts And Notice OF Agm2025-11-04_9210209_annual-report-and-accounts-and-notice-of-agm.md0.81
  4. 2025-08-05Full Year Trading Update2025-08-05_9027058_full-year-trading-update.md0.55
  5. 2025-02-04Half Year Trading Update And Notice OF Results2025-02-04_8719646_half-year-trading-update-and-notice-of-results.md0.58
  6. 2024-12-05Result OF Agm2024-12-05_8593329_result-of-agm.md0.20
  7. 2024-11-11Annual Report And Accounts And Notice OF Agm2024-11-11_8541688_annual-report-and-accounts-and-notice-of-agm.md0.62
  8. 2024-11-06Full Year Results For The Year Ended 31 July 20242024-11-06_8532050_full-year-results-for-the-year-ended-31-july-2024.md0.65
  9. 2024-10-29Preliminary Full Year Results2024-10-29_8515161_preliminary-full-year-results.md0.65
  10. 2024-08-06Full Year Trading Update2024-08-06_8350385_full-year-trading-update.md0.38
  11. 2024-02-02Half Year Trading Update And Notice OF Results2024-02-02_8018774_half-year-trading-update-and-notice-of-results.md0.41
  12. 2024-01-09Yougov Completes The Acquisition OF Gfk S Cps2024-01-09_7980185_yougov-completes-the-acquisition-of-gfk-s-cps.md0.34
  13. 2023-12-07Result OF Agm2023-12-07_7928864_result-of-agm.md0.14
  14. 2023-11-07Annual Report Notice OF Agm And Auditor Change2023-11-07_7864208_annual-report-notice-of-agm-and-auditor-change.md0.43
  15. 2023-11-07Annual Report And Notice OF Agm Replacement2023-11-07_7865165_annual-report-and-notice-of-agm-replacement.md0.43
  16. 2023-11-07Annual Report And Notice OF Agm Replacement2023-11-07_7865186_annual-report-and-notice-of-agm-replacement.md0.43
  17. 2023-10-10Full Year Results For The Year Ended 31 July 20232023-10-10_7806286_full-year-results-for-the-year-ended-31-july-2023.md0.25
  18. 2023-07-28Pre Close Trading Update And Notice OF Results2023-07-28_7660527_pre-close-trading-update-and-notice-of-results.md0.21
  19. 2023-07-07Results OF Placing2023-07-07_7618156_results-of-placing.md0.17
  20. 2023-07-06Proposed Placing OF New Ordinary Shares2023-07-06_7617664_proposed-placing-of-new-ordinary-shares.md0.17
  21. 2023-05-17Capital Markets Day Event2023-05-17_7530037_capital-markets-day-event.md0.24
  22. 2023-04-05Notice OF Capital Markets Day2023-04-05_7428656_notice-of-capital-markets-day.md0.24
  23. 2023-01-27Pre Close Trading Update And Notice OF Results2023-01-27_7231051_pre-close-trading-update-and-notice-of-results.md0.21
  24. 2022-12-08Result OF Agm2022-12-08_7360176_result-of-agm.md0.07
  25. 2022-11-08Annual Report And Accounts And Notice OF Agm2022-11-08_7297655_annual-report-and-accounts-and-notice-of-agm.md0.24
  26. 2022-10-11Full Year Results For The Year Ended 31 July 20222022-10-11_7299406_full-year-results-for-the-year-ended-31-july-2022.md0.25
  27. 2022-07-29Pre Close Trading Update And Notice OF Results2022-07-29_6916531_pre-close-trading-update-and-notice-of-results.md0.21
  28. 2022-01-28Pre Close Trading Update And Notice OF Results2022-01-28_6998424_pre-close-trading-update-and-notice-of-results.md0.21
  29. 2021-12-09Acquisition2021-12-09_6794557_acquisition.md0.19
  30. 2021-12-07Result OF Agm2021-12-07_6755913_result-of-agm.md0.07
  31. 2021-11-09Annual Report And Accounts Amp Notice OF Agm2021-11-09_6690301_annual-report-and-accounts-amp-notice-of-agm.md0.24
  32. 2021-10-19Full Year Results For The Year Ended 31 July 20212021-10-19_6816725_full-year-results-for-the-year-ended-31-july-2021.md0.10
  33. 2021-10-12Trading Update And Update ON Timing OF FY Results2021-10-12_6763851_trading-update-and-update-on-timing-of-fy-results.md0.09

This research note was authored by a large language model after reading 29 regulatory filings published between 2021-10-12 and 2026-02-04. Each citation refers to a specific RNS announcement in the underlying data set. The note is an opinion, not advice. Do your own work before risking capital.