Ratings footprint
Whether we find a usable public listing with rating and review-count evidence — or an honest miss / thin extract.
Data source
Customer reviews
Public customer proof from Capterra software listings and Trustpilot — ratings footprint, distribution texture, and qualitative themes when available.
12 structured Capterra patterns — plus Trustpilot texture
- Capterra
- Trustpilot
Presence is a gate. Texture is prioritization.
Review texture
Star distribution, listing extras, and Trustpilot themes when the Deep Check lane returns them.
How review evidence stacks
Three layers — bind the listing, read rating and volume, then see distribution and qualitative texture.
1
Profile Found / thin / not found
2
Ratings & volume Score + review count
3
Texture Distribution · themes · replies
- Self-selecting Ratings are not a representative quality census.
- Two lanes Capterra is structured checks; Trustpilot is qualitative honesty.
Three questions we ask of review language
- Who is speaking? Organisational buyers versus consumers — often visible in the directory itself, and in how reviewers describe themselves.
- What broke or delighted them? Defects, returns, cancellation traps, service failure, felt-tricked-into-a-subscription language.
- What does the listing prove by existing? A B2B software directory versus a consumer review site is itself information — a proxy, not a rating.
No profile in this pass is unknown — not “no customers.”
Capterra footprint
Do we retrieve a usable Capterra profile extract for this company?
-
Profile found
Usable profile extract retrieved — not a verdict on product quality or market leadership.
-
Extract thin
A page returned but rating, count, or core fields were not usable — not proof of no listing forever.
-
Not found
No matching Capterra URL in this discovery pass — expected often outside software.
Not found is common for non-software companies — not proof of illegitimacy or zero customers.
Ratings & volume
Overall rating and total review count when the observed profile returns them — snapshots, not maturity bands.
-
Overall rating
Numeric overall rating on the listing when present — self-selecting sample.
-
Review count
Total reviews reported on the profile — volume snapshot, not an influencer tier.
Listing texture
Extras on the Capterra profile when disclosed — commercial and competitive cues, not contract truth.
Star distribution
Whether per-star counts parse from the listing — useful texture beside the overall average.
-
Distribution observed
At least one star-level count parseable — still not a representative census.
-
Distribution unavailable
Star counts missing or unparseable — rating or total count may still exist.
Listing extras
-
Pricing disclosed
A starting-price string is shown — not an FX-normalized quote or signed contract.
-
Free trial
Profile claims a free trial — vendor claim, not proof for every segment.
-
Free version
Profile claims a free version — same vendor-claim caveat as trial.
-
Reviewer demographics
Industry, size, title, or location lists present — not a statistically valid ICP census.
-
Alternatives listed
Alternatives appear on the profile — not a competitive win/loss record.
Trustpilot texture
Themes and TrustScore when a page is found — not Signal Check atoms.
Deep Check lane
Qualitative themes when a page returns
- TrustScore & volume When the page returns them
- Claimed profile Platform claim
- Praise themes Recurring positives
- Complaint themes Recurring friction
- Company replies Response style when visible
- Not found Discovery miss ≠ bad company
Trustpilot evidence is narrative research texture. Absence of a profile is lack of data in this pass — not a negative quality verdict.
In a verified fit
Northline Analytics
- Capterra profile found This week1.5 1.8
Usable Capterra listing bound with overall rating and review count.
Public customer proof footprint confirmed on a software listing.
- Star distribution observed This week1.2 1.6
Per-star counts parse on the listing beside the average.
Texture beyond a single average — still a self-selecting sample.
- Trustpilot praise themes This month1.1 1.4
Trustpilot page returns recurring praise themes in the research extract.
Qualitative customer voice available — not a structured atom.
Boundaries & method
- Self-selecting review samples ≠ product quality truth, market leadership, or ICP fit.
- Capterra not found is common outside software — not illegitimacy or zero customers.
- No rating trajectory, influencer tiers, or Hot/Warm volume bands.
- Pricing string on a listing ≠ FX-normalized contract value.
- Free trial / free version flags are vendor claims.
- Reviewer demographic lists ≠ statistically valid ICP census.
- Alternatives listed ≠ win/loss outcomes.
- Trustpilot themes are Deep Check narrative — not Signal Check catalogue atoms.
- Trustpilot miss ≠ negative quality signal.
- Customer reviews ≠ employee reviews (→ Employee voice).
- Customer reviews ≠ Ad Library social proof.
- G2 is not in this guide.