the difference
A closed corpus is not the join.
Profound is right that one sample is noisy, and averaging across days is a correct fix for that problem. Foliora stores dated ChatGPT and Gemini observations on a site-derived panel. What sits next to that reading is the difference: live search demand, live citation outcome with competing hosts, ranked work, and a published, re-read Shopify page. Credits for generation, seats, and CDN logs are not that loop.
Then we change the source
Profound runs tracked prompts daily and says openly why: AI platforms do not return the same answer twice, so a daily average is closer to your true position than a single reading. That reasoning is correct. Foliora samples ChatGPT and Gemini monthly on Essential or weekly on Pro — and stores each observation with the engine, date, full response, and citation outcome.
The question a buyer should ask next is what the reading is for. Foliora joins it with live search demand and the site read, then spends the rest of the cycle writing and shipping your own pages, because the thing that changes an answer is a better source, not a tighter error bar.
Credits measure generation. We measure completion
Profound's pricing page meters Agents in credits and describes them as autonomous workers for content generation and optimization. Credits are consumed when work is produced.
Foliora meters a change when you approve the exact diff. Research, harvest, opportunities, jobs, and compile do not count against that allowance. After approval, Shopify, WordPress, Webflow, or a GitHub pull request can publish through a remote re-read, rendered verification, and a dated re-ask.
The entry tier tracks one engine. Ours tracks two shopping surfaces
Profound's published Starter tier lists ChatGPT tracking only, one seat, one language, one region, and no exports, at $99 per month billed yearly. Perplexity and Google AI Overviews arrive at Growth, $399 per month billed yearly.
Foliora includes ChatGPT and Gemini at $49.99 billed monthly. If you need more than ChatGPT, Profound Growth is $399 a year-locked for three engines. The Foliora purchase is a derived panel and supported page improvements, not a wider assistant list.
A branded corpus is not live search demand plus a live panel plus a site model
Profound publishes Prompt Volumes from a corpus of AI conversations they describe in the billions. That is one dataset they own. Foliora pulls search demand, competitive coverage, and keyword evidence from live search demand and competing SERP evidence, generates the panel from your catalog, and samples ChatGPT and Gemini live.
CDN Agent Analytics and extra Enterprise engines are remaining differences, and they are real. They are also not a system that ranks one page change from those layers together. Share of voice is cited, mentioned, or absent per question, stored with the raw response so you can audit it.
- Cited, mentioned, or absent on every sampled surface
- Competing hosts stored in the order the answer named them
- Full response retained with engine, question, and date