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Measured on six things

AI-powered people search, reverse image, and price compar...

Growth

Three unrelated jobs in one app — people search, reverse image search, price comparison — against PimEyes, Google Lens and Spokeo, each a focused leader. No wedge named for any of them. 50+ downloads is context, not the score.

Screenshots

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TrustFinder: Deep Search AI

About this app

TrustFinder: Deep Search AI is an all-in-one search assistant that helps you find people by name, trace images, and compare product prices. It leverages AI to pull results from multiple public sources, presenting them in a clean, organized format. The app is designed for everyday users, researchers, journalists, and shoppers who want a comprehensive search tool without switching between apps. Key features include people search by name or username, reverse image search via upload, camera, or URL, and product price comparison across major retailers. TrustFinder emphasizes privacy, using only publicly available data. The app offers a freemium model with optional Premium access for unlimited searches and faster processing. With a user-friendly interface and versatile functionality, TrustFinder aims to simplify online research and smart shopping.

Key features

1People search by name or username, aggregating public profiles, posts and mentions from multiple sources in one view
2Reverse image search via upload, camera capture, or pasted URL to trace image origins and find visually similar content
3Product price comparison across major retailers, returning prices and availability without visiting multiple sites

Target customer profile

Drawn from the product itself, not from a survey.

Demographic

Everyday users reconnecting with old friends or checking new acquaintances

Pain points

Difficulty finding accurate public information across multiple platforms

Primary needs

Simple, quick people search with consolidated results

Demographic

Researchers and journalists gathering public data

Pain points

Time-consuming manual searches across various sources

Primary needs

Efficient deep search tool for comprehensive public records

Demographic

Online shoppers looking for best deals

Pain points

Comparing prices across multiple retailers is tedious

Primary needs

Instant price comparison from major retailers in one place

Scout Review

Written by AI from measured evidence, scored out of 100.

TrustFinder: Deep Search AI is a Google Play app that bundles people search, reverse image search, and product price comparison into one 'deep search' assistant. The pitch is convenience — one app instead of three. The execution is early: 50+ downloads, a single-developer listing, no help center, and a 5.8-second mobile LCP that undercuts the speed premise. The UI is consistent but generic, the store screenshots are low-contrast, and the security posture has real gaps (no enforced HTTPS, no DMARC, no secure cookies). Accessibility is the standout at 99/100 automated, though manual gaps remain. The core problem is positioning: it competes with PimEyes, Google Lens, and Spokeo simultaneously without a clear wedge in any of them.

Measure by measure

Usability

Three flows (people, image, price) are described clearly and the search bar is front and center, but support is one Gmail address, there's no help center or FAQ, and no trial or demo beyond the freemium cap.

Design

Judging the app UI from store screenshots: consistent purple accent and a clear search bar, but screenshots are low-contrast, generic, and one tile truncates to 'Relations & Dat...'. Stock Earth imagery reads template, not brand.

Speed

Lighthouse mobile performance 54/100 with a 5.8s LCP and 819ms TBT; desktop 67/100. The listing page itself is heavy, and a search app that makes users wait 5.8s to load is fighting its own premise.

Security

Probe shows HSTS, CSP, frame protection and Permissions-Policy in place, but HTTPS is not enforced, Referrer-Policy and DMARC are missing, and secure cookies aren't set (8/13). Store declares in-transit encryption and no third-party sharing.

Accessibility

Lighthouse accessibility 99/100, but two real failures: no main landmark and visible text labels without matching accessible names. No WCAG statement or multi-language support found. Automated score is strong; manual gaps remain.

Growth

Improvement areas

Positioning: three unrelated jobs (people, image, price) with no wedge against PimEyes, Google Lens, or Spokeo
Performance: 5.8s mobile LCP and 819ms TBT undercut the 'faster than switching apps' premise
Security gaps: HTTPS not enforced, no DMARC, no Referrer-Policy, secure cookies unset (8/13 checklist)
Support and docs: single Gmail address, no help center, FAQ, or demo; store screenshots low-contrast with truncated text

Design & Usability

Judging the app itself from its Google Play listing: the UI has a consistent purple accent, a prominent search bar, and clearly separated flows for people search, reverse image search, and price comparison. The quick-action tiles give obvious entry points. But the store screenshots are low-contrast and generic, one tile truncates to 'Relations & Dat...', and the Earth-from-space imagery reads as a template rather than a brand. Usability is described well in copy — three flows, freemium with a Premium upsell — but there's no help center, no FAQ, no demo, and support is a single Gmail address. For a tool that touches people's identities and photos, that's thin. The onboarding story is 'install and figure it out.'

Speed & Security

Speed is the weak spot. Lighthouse mobile performance lands at 54/100 with a 5.8-second LCP and 819ms total blocking time; desktop is 67/100. For an app whose entire value proposition is 'faster than switching between apps,' a 5.8s load is self-defeating. Security is middling: the probe found HSTS, CSP, frame protection and Permissions-Policy, but HTTPS is not enforced, Referrer-Policy and DMARC are absent, and secure cookies aren't set — 8 of 13 checklist points. The store declares in-transit encryption and no third-party data sharing, which is the right posture, but the missing DMARC and unenforced HTTPS are real gaps for a product handling search queries about real people.

Accessibility & Growth

Accessibility scores 99/100 on Lighthouse's automated audit, which is genuinely strong, but two failures remain: no main landmark and visible text labels without matching accessible names. There's no WCAG statement and no multi-language support. Automated checks cover only part of WCAG, so treat 99 as a ceiling, not a floor. Growth is the harder question. TrustFinder bundles three unrelated jobs — people search, reverse image search, and price comparison — and names no segment it serves better than the alternatives. PimEyes owns faces, Google Lens owns images, Spokeo owns people. The store shows 50+ downloads. The idea isn't dead, but it's spread across three fights it can't win at once.

Conclusion

If you're a casual user who wants one app for occasional people-lookups, image traces, and price checks, TrustFinder is a reasonable free starting point — just don't expect it to beat the specialists. If you're a researcher, journalist, or anyone doing serious work, the missing docs, thin support, and unenforced HTTPS should give you pause. The app needs to pick a lane. Right now it's three half-products in a trench coat, and the trench coat is a stock Earth photo.

Suggestions for improvement

Pick one core job — people search, image search, or price comparison — and make it genuinely best-in-class before bundling the others.
Enforce HTTPS, add Referrer-Policy, set secure cookies, and publish a DMARC record; these are cheap fixes with real security payoff.
Build a real help center or FAQ and replace the single Gmail support address with a proper contact channel.
Fix the truncated 'Relations & Dat...' tile and redo store screenshots with higher contrast and readable text at listing size.

How we score

Alternatives comparison

Named competitors, point by point. Nobody paid to appear here or to be left out.

	TrustFinder: Deep Search AI	PimEyes	Google Lens	Spokeo
People search by name or username	Yes — aggregates public profiles, posts and mentions across multiple sources	No — face-based search only, not name or username lookup	No — visual/image search only	Yes — core feature, aggregates public records and social media
Reverse image search	Yes — upload, camera, or URL; traces image origins and similar content	Partial — face-focused, finds where a face appears, not general image tracing	Yes — core feature, best-in-class visual discovery and object recognition	No — people/records search only
Product price comparison	Yes — checks prices across major retailers in one view	No	Partial — can identify products visually but not a dedicated price comparison tool	No
Free tier / pricing model	Freemium with Premium for unlimited searches and faster processing; contains ads	Limited free searches; paid subscription for full results	Free	Freemium; paid subscription for full reports
Platform availability	Android (Google Play); 50+ downloads	Web-based	Web, iOS, Android (via Google app)	Web and mobile apps
Privacy / data handling stance	Claims public data only; encrypted in transit; collects app activity and device IDs	Face search with opt-out requests; GDPR-oriented privacy controls	Governed by Google's privacy policy and data controls	Public records aggregation with opt-out and privacy policy