| Engine coverage | ChatGPT + Gemini (recurring); Google AI Overviews, featured snippets & PAA on Studio | 17+ engines on every plan (ChatGPT, Perplexity, Gemini, Claude, Copilot, DeepSeek, Google AI Overviews & more) |
|---|
| Core approach | Evidence-first: sampled observations with the raw answer kept as proof | Broad AI-visibility score, rankings & sentiment across many engines |
|---|
| Sentiment & framing | Tone & framing per mention, each label backed by a verbatim quote from the answer | Sentiment tracking per prompt per platform |
|---|
| Cadence | Weekly sampled observations | Credit-based runs you schedule |
|---|
| Pricing model | Flat: $149/mo Solo · $399/mo Studio · $899/mo Agency | Credit-based, ~$20–$780/mo (credits meter engine × prompt runs) |
|---|
| Done-for-you | $499 Action Audit · $999 Citation Sprint (one-time, human-delivered) | Self-serve software (no productized human audit) |
|---|
| Free entry | Free check + 3 free tools, no card | 7-day free trial |
|---|
| Original research | Publishes its own consistency study (96 observations) | Product-led; active community |
|---|