TEARDOWN 84 · REVIEWED 2026-08-19
Profound
Profound is an enterprise AI-search-visibility platform that tracks how a brand appears in AI answer engines like ChatGPT, Perplexity, and Google AI Overviews, scoring citations, sentiment, and competitive presence. It also sells a separate "Prompt Volumes" feature showing what people actually ask AI platforms about a topic, built on a licensed feed of real user conversations rather than data Profound collects itself.
Partially — Profound's brand-visibility tracking runs the same scripted-prompt pattern any AI-visibility tool can build, but its Prompt Volumes feature draws on hundreds of millions of real user conversations licensed from third-party data providers at a cost no individual build can match.
What you lose building it yourself
- ✕Prompt Volumes' licensed real-user-query data — no API sells this
- ✕Up to 9 AI platforms tracked in one dashboard instead of scripting each
- ✕Sentiment, ranking, and competitive-presence scoring already built
Why people still pay
Scripting a few platforms is a realistic weekend build, but Profound tracks up to nine answer engines with citation and sentiment scoring already maintained, and Prompt Volumes' real-query data is a data-licensing cost — not a coding problem — that most teams can't take on themselves.
SCRIPT THE TRACKING, NOT THE DATA
An AI coding tool can script daily prompts against ChatGPT, Perplexity, and other AI platforms via their APIs, check whether a brand is mentioned, and log citations over time — that's the same mechanism as the core Answer Engine Insights product. Prompt Volumes' real-user-query data is licensed from third-party providers at an enterprise data-licensing budget, not something a script can replicate.
StackA hosted AI model API for each platform tracked (e.g. OpenAI, Anthropic, Perplexity APIs) · a scheduler to run a fixed prompt list daily · a small database to log citation and sentiment results over time.
Build a Python script that, once a day, sends a fixed list of 20 prompts to the OpenAI, Anthropic, and Perplexity APIs, checks each response for a mention of one target brand name, and if found, saves the surrounding sentence, the platform, and the date to a SQLite database. Add a weekly summary that counts mentions by platform and lists which prompts triggered a citation.
Similar tools
Free alternative: geo-optimizer-skill (open-source AEO/GEO toolkit) — audits and tracks whether ChatGPT, Perplexity, Gemini, and Google AI Overviews cite a site, for free via command line; it doesn't include Profound's licensed Prompt Volumes data, sentiment scoring, or agent-crawl analytics.
Vendor's own claim
"Profound runs structured prompts across AI platforms daily, analyzing where and how your brand appears in responses, tracking citations, sentiment, ranking, and competitive presence."
tryprofound.com/pricing · RETRIEVED 2026-08-19
QUESTIONS
What is Prompt Volumes and how is it different from Profound's core tracking?
Prompt Volumes shows aggregated real-user query data — what people actually ask AI platforms about a topic — drawn from a licensed feed of hundreds of millions of conversations a month; that's separate from Answer Engine Insights, which runs Profound's own fixed prompts to check whether a specific brand gets cited.
Which AI platforms does Profound track?
Starter covers ChatGPT only, Growth covers three platforms, and Enterprise can track up to nine, including Gemini, Copilot, Grok, DeepSeek, and Claude alongside ChatGPT, Perplexity, and Google AI Overviews.
Is there a free trial or self-serve signup?
The pricing page doesn't advertise a standing free tier — Starter and Growth are listed as paid monthly plans billed yearly, and Enterprise is quote-only through sales.