AIScoring vs AI visibility tools
There are two categories of tool in this space, and they answer different questions. Here’s the honest comparison. No trash-talk — prices cited from public pricing pages as of 2026.
Visibility trackers (Profound, Peec, Otterly)
Ask “does ChatGPT mention my brand when someone types this query?” They sample LLM responses on a schedule and track share-of-voice. Useful for measurement and reporting.
Free checkers
Quick audits of your llms.txt, robots, or schema. Handy for a spot check. No ongoing measurement, no fixes.
AIScoring
Measures buyability — what an agent can actually do on your site once it arrives. Deterministic 0–100 score across 12 checks. Optional weekly AI visibility panel. Deep Audit ships the actual files (llms.txt, JSON-LD, robots.txt, agents.json) as a downloadable kit.
| Feature | AIScoring | Profound | Peec | Otterly | Free checkers |
|---|---|---|---|---|---|
| Measures AI visibility (are you cited?) | Yes (weekly panel) | Yes (core product) | Yes (core product) | Yes (core product) | Partial |
| Measures buyability (can an agent transact?) | Yes — deterministic 0–100 score | No | No | No | No |
| Ships the fix (llms.txt, JSON-LD, robots.txt files) | Yes (Deep Audit) | No | No | No | No |
| Deterministic score (same site → same score) | Yes | No (sampled) | No (sampled) | No (sampled) | Varies |
| Free scan without signup | Yes | No | No | Trial | Yes |
| Public, versioned methodology | Yes (v1.0) | Partial | Partial | Partial | No |
| Starting price | Free · Monitor $29/mo · Deep Audit $79 | ~$499/mo (enterprise) | ~$90/mo | ~$49/mo | Free |
Prices cited from each vendor’s public pricing page. If we’ve mis-stated anything, email hello@aiscoring.io and we’ll correct it.
Use a visibility tracker if…
You already have a well-structured site and want to measure share-of-voice in LLM answers over time.
Use AIScoring if…
You want a deterministic score for how ready your site is for AI agents — and the actual files to ship the fixes this week.
Run a free scan →