Historical review intelligence

Consumer review datasets
with audited sentiment.

Derived review-intelligence data for multi-location consumer brands. The product is the signal layer: chain movement, no-text evidence rows, daily aggregates, source/cadence metadata, freshness manifest, sentiment score, and sentiment method. Monthly and weekly plans add refreshed CSV/JSON data packs when the schema fits.

Download Free Sample Start Data Preview — €49/mo View pricing
No sales call required. Free sample first, paid preview second, 30-day or 7-day delta packs after that.
Historical Archive 619,724 indexed public reviews for chain-level trend analysis
Audited Sentiment sentiment_score, sentiment_label, and sentiment_method per row
Refresh Cadence €750 monthly 30-day delta or €1,500 weekly 7-day delta
01Coverage checkRequested chains are checked before a paid preview is delivered.
02Signal assemblyRatings, timestamps, source/cadence metadata, aggregates, and sentiment fields are packaged into scoped no-text files.
03Freshness manifestEach delivery states row count, coverage, latest ingest time, latest review timestamp, and raw-text exclusion.
04Refresh cadenceUseful previews convert into monthly 30-day or weekly 7-day signal-and-aggregate delta exports.
Dataset Preview
€49/mo
79 curated chains tracked for public review sentiment
Early Access starts with a 5-chain dataset preview confirmed before delivery. Public chain pages are examples, not the licensed export.
Product Locations 40,227
Reviews Indexed 619,724
Offer €49
Free sample + paid data room path No sales call required
Direct path

Inspect sample files before buying

Cold-email buyers can open the free sample, inspect the schema, then buy preview, monthly, or weekly access without a request-access flow.

Open the free sample →
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Locations Tracked
0+
Historical Reviews Indexed
0
Actively Tracked Chains
3+ Years
Dense Sentiment Data
Manifest
Refresh Disclosure
Public proof

79-chain review intelligence universe

Curated review coverage across QSR, coffee, hospitality, retail, pharmacy, grocery, beauty, banking, telecom, convenience, and service brands. Early Access starts with a 5-chain dataset preview confirmed before delivery.

StarbucksCoffee49,373 reviews
2,396 locationsBurger KingQSR44,139 reviews
2,671 locationsMcDonald'sQSR benchmark39,354 reviews
2,495 locationsHiltonHospitality18,079 reviews
362 locationsZaraRetail/Fashion12,610 reviews
1,060 locations
QSR / fast food: 28Casual dining: 14Grocery: 9Retail / fashion: 6Pharmacy / drugstore: 4Coffee: 3Hotels / hospitality: 3Banking / financial services: 3Other: 9
Explore sample chain reports
Verified Results

Proof a PM can trust, not a feature dump

The public surface now leads with dataset evidence, export-ready licensing, and visible freshness disclosure instead of presentation-layer promises.

Product Proof
We do not publish anonymous client praise. Claims on this page point to a product surface, a public research note, or an inspectable operating route.
No fabricated testimonials
Proof over invented social proof
Operator Note
Use the product surface, billing routes, developer portal, and case studies below as the trust layer. If a claim cannot be demonstrated in-product, it does not belong on the landing page.
Buyer readiness posture
Demonstrable product path before social proof
Track record
Validated set shown only when proof-ready
Provenance
Every delivery SHA-256 stamped to an append-only ledger — recompute the hashes yourself
Cascade
Breadth shows how many locations move together — chain-wide shift, not one noisy store
EU · GDPR
EU-hosted controls, minimized exports, DSAR/delete flow, counsel review before enterprise signature
Fast evaluation path

What a buyer can verify quickly, before licensing more data

The landing flow is intentionally narrow: download a free sample, understand the 79-chain universe, inspect public proof chains, and buy data-room access without booking a call.

1

Inspect public proof chains

Use sample chain reports and monitored dataset counts first. Starbucks, Burger King, McDonald's, Hilton, and Zara show the proof set across verticals.

2

Download the free sample

The sample pack includes CSV, JSON, manifest, data dictionary, methodology note, and lite license terms so analysts can inspect the schema before paying.

3

Buy without a sales call

The €49 preview stays as a paid validation step. Teams needing recurring licensed sentiment data can move to monthly or weekly self-serve Data + Sentiment Licenses.

Pricing

You license the signal, not just the reviews

The licensed product is the per-chain signal — sentiment momentum and review velocity computed across each chain’s monitored review history and stamped point-in-time. Every paid pack ships chain_signals.csv/json alongside no-text evidence rows and daily aggregates.

Download the free sample first, then use €49 as a paid validation step. ReviewSignal tracks a curated 79-chain consumer universe; full licenses are monthly 30-day or weekly 7-day delta exports. Descriptive analytics, not investment advice.

Early Access Dataset Preview
€49 /mo
Paid validation step

Use after the free sample if a buyer wants a small 5-chain paid preview.

  • ✓ 5 selected chains confirmed before delivery
  • ✓ No-text evidence-row sample export
  • ✓ Sentiment score preview
  • ✓ Source attribution
  • ✓ Coverage and freshness manifest
  • ✓ No sales call required
  • ✓ Cancel anytime
  • ✓ No API or raw review-text license
Start Data Preview — €49/mo Download free sample first
Monthly Data License
€750 /mo
Best-value baseline

30-day ingest delta, chain signals, signal history, manifest, and quality report.

  • ✓ Scoped chain set
  • ✓ Monthly CSV / JSON export
  • ✓ Sentiment score fields
  • ✓ Source and freshness metadata
  • ✓ Data quality report
  • ✓ Internal-use license
  • ✓ Data room download panel
  • ✓ Coverage manifest
  • ✓ No public resale
  • ✓ No API by default
Buy Monthly License — €750/mo
Weekly Data License
€1,500 /mo
Higher freshness cadence

Cadence premium for buyers who need faster point-in-time signal refreshes.

  • ✓ Scoped chain set
  • ✓ Weekly CSV / JSON export
  • ✓ Signal history grows faster
  • ✓ Freshness manifest per delivery
  • ✓ Internal research use
  • ✓ Delivery notes and quality report
  • ✓ Data room download panel
  • ✓ No trading recommendation
Buy Weekly License — €1,500/mo
Need the files?

Licenses are sold as downloadable data files

Monthly and weekly Data + Sentiment License deals use Stripe and the data room first. Buyer diligence docs are available before payment; they are not a separate plan.

Download Free Sample Buy Monthly License Review data terms →
  • €750 / moMonthly 30-day ingest delta; best first paid license
  • €1,500 / moWeekly cadence upgrade; buy only if faster refresh matters
  • CSV / JSONSelf-serve data room first
  • License termsNo resale, no redistribution, no investment advice
S

Monthly License

Scoped CSV or JSON delivery for teams that want historical review intelligence in their own models.

D

Weekly License

Higher-cadence refresh for buyers who prove the signal pack is useful and need recurring sentiment updates.

B

Buyer Diligence

Security, license, manifest, and delivery checklist materials support the existing Early Access, Monthly, and Weekly plans.

Need diligence first?

Contact, help, and diligence docs are one click away

If your team needs compliance language, procurement context, or security posture before choosing Early Access, Monthly, or Weekly, use the dedicated routes below instead of a long landing-page FAQ.

C

Contact

Route commercial or diligence questions to the dedicated contact page.

Open contact page
B

Buyer Diligence

Download the diligence pack and paid-pack checklist before choosing a paid tier.

Open diligence page
H

Help Center

Billing, onboarding, and troubleshooting guidance live in one public support surface.

Open help center
Start now

Download the sample before paying

Use the free CSV/JSON sample in cold emails. If the schema fits, buy the €49 preview or a monthly/weekly data-room license through Stripe.

Download Free SampleBuy Monthly License