Surfient vs Gumshoe AI
Surfient vs Gumshoe AI
Gumshoe AI is an AI citation tracking tool. Surfient is the Shopify-native audit-and-fix alternative.
- Gumshoe AI is an AI citation tracking / visibility tool.
- Surfient is Shopify-native, per-URL, ships Schema.org + llms.txt.
- Pick Gumshoe AI for citation analytics; Surfient for the fix layer.
Surfient vs Gumshoe AI
Capability scorecard
Surfient
Gumshoe AI
Honest Verdict
Gumshoe AI tracks citations. Surfient tracks and fixes — on Shopify, without theme edits.
Choose Surfient when
- Shopify storefront.
- Fix layer matters.
- Per-URL auditing needed.
Choose Gumshoe AI when
- Citation-tracking analytics is the whole job.
- Non-Shopify site.
- Fixes handled elsewhere.
Side-by-side
Every row lists what each side ships in production. Winner column flags where one of us does the job meaningfully better — ties marked honestly.
| Feature | Surfient | Gumshoe AI | Winner |
|---|---|---|---|
| Platform | |||
| Shopify-native app | Yes | No | Surfient wins |
| Visibility | |||
| AI citation tracking | 6 assistants weekly | Deep — core product | Tie |
| Audit | |||
| Per-URL GEO audit | Every URL, weekly | Not the primary surface | Surfient wins |
| Fix | |||
| Ship Schema.org + llms.txt | Yes | No | Surfient wins |
| Files | |||
| llms.txt / ai-sitemap / NDJSON | Weekly | Not offered | Surfient wins |
| Pricing | |||
| Entry pricing | Free $0 · Premium $39/mo | Varies | Tie |
What Gumshoe AI does well
The honest list — where we don't have an advantage
- Focused on AI citation detection — a narrow analytics slice done well.
- Platform-agnostic, fits non-Shopify stacks.
Where Surfient is ahead
The parts of the job Gumshoe AI doesn't cover
- Shopify-native install.
- AI Fix Pack applies llms.txt, Schema.org, answer blocks.
- Per-URL GEO audit.
- Hallucination Guard.
- Files regenerated weekly.
Surfient is the right pick when
Pick Surfient when Shopify is the storefront and you want the fix layer.
Gumshoe AI is the right pick when
Pick Gumshoe AI when deep AI citation analytics are the priority.
Migration notes
Run both — Gumshoe AI for citation analytics depth, Surfient for the Shopify fix loop.
Frequently asked
Is Gumshoe AI a Shopify app?
No — platform-agnostic.
Does Gumshoe AI ship fixes?
No — citation analytics only.
Can I run both?
Yes — no conflicts.
Is Surfient cheaper?
Comparable at entry pricing — Surfient is free forever or $39/month on Premium.
Want to see Surfient on your store?
Every comparison on this page reflects what we ship on day one — not a roadmap slide. Install once, run the audit, and decide.