Head to head
Gauge vs Profound vs CueScout
Gauge is runs 600 prompts a day across six platforms — about 108,000 answers a month — and turns the gaps into publish-ready articles. Profound is the most established answer-engine-optimization platform: prompt-level share of voice, agent analytics, and reporting built for large brands and the agencies serving them.
At $599/mo and $399/mo for their working tiers, these are the serious-budget options. Gauge buys sample size — 108,000 answers a month. Profound buys reporting depth and the compliance paperwork.
All three are on this page because they get shortlisted together — the two most expensive ways to measure this well. Prices below were read off each vendor's own pricing page on 6 August 2026 except where noted, and this comparison is published by one of the three, so read the CueScout column with that in mind.
Gauge vs Profound vs CueScout
| Gauge | Profound | CueScout | |
|---|---|---|---|
| The question it answers | What does my share of voice look like at high sample volume across six platforms, daily. | How visible is my brand across answer engines, at enterprise scale, with sentiment and agent analytics. | "Which conversations is AI actually citing about my category, and how do I get into them?" |
| Citation sources | Scans large volumes of AI citations to identify credible sources. | Reports cited domains and sources as analytics; acting on an individual conversation is left to your team. | Collects the cited URLs, ranks the domains behind them, and flags which cited pages rank nowhere in Google. |
| Where demand comes from | Visibility gaps derived from the tracked prompt set. | Prompt lists you configure and monitor over time. | Buyer questions mined from Reddit, Hacker News and Quora, scored for intent with a reason on every match. |
| From report to plan | Generates publish-ready articles from the gaps it finds. | Insight and reporting oriented; content decisions stay with your team or agency. | A dated 30-day writing plan with the source thread on each item, then a re-check once you publish. |
| Entry price | $599/mo Growth; Enterprise on request. | $99/mo yearly for ChatGPT-only Starter; $399/mo for three engines. | $49/mo (Basic, one product), with $99 Growth and $249 Agency above it |
| Engines covered | ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity and Microsoft Copilot; Claude and Grok on Enterprise | ChatGPT on Starter; three answer engines on Growth; up to nine on Enterprise | Grounded checks through Perplexity-class answer engines, with per-plan daily limits |
| Best for | Teams that want daily volume and drafts included | Large brands and agencies with a team to work the reports | Small teams and consultants who need to know what to publish next, not only where they stand |
Competitor details read on 6 August 2026. This page is published by one of the three tools in it — verify both other columns with the vendors directly.
The case for each
Gauge
Volume nothing else on this list matches at any price: 600 prompts daily, roughly 108,000 answers a month
The published self-serve floor is $599/mo — there is no small plan on the pricing page
Profound
The deepest reporting in the category, and the one most likely to survive a procurement review
The $99 Starter tracks ChatGPT and nothing else — three engines means the $399 Growth tier
CueScout
The only one of the three that hands back a dated list of pages to write, with the source conversation attached to each item.
Fewer engines checked than the dedicated trackers — we would rather name a short list we have validated than a long one we have not.
Where CueScout is the wrong choice
- Fewer engines checked than the dedicated trackers — we would rather name a short list we have validated than a long one we have not.
- No SSO, no SAML, no procurement paperwork. If your security review needs those, buy one of the enterprise platforms.
- No white-label client reporting suite. Agencies can run multiple products, but the deliverable is our interface, not yours.
Demand comes from the public corpus
The questions CueScout mines are the ones buyers ask in public, in their own words, in the same communities the engines read. There is no sales-call recording to upload, no CRM export, no prompt list to maintain. Describe the product and the scan builds its own queries.
It starts where the answers start
Prompt trackers measure the output: how often your name appears when a set of questions gets asked. CueScout also records the input, which is the specific threads and pages the engines cite for your category. That list is the part you can act on, because every cited conversation is somewhere a better source could exist, and CueScout shows you which questions that source has to answer.
Frequently asked questions
Gauge or Profound — which is better?
Neither, in the abstract. Serious measurement, priced accordingly. Buy it if you are the brand it was designed for, which is a big one. Pick on the constraint that binds you: Gauge suits you if sample size is the thing you are missing, Profound if you need SSO, SOC 2, or a vendor your procurement team has heard of.
Which of the three is cheapest?
On published entry pricing: CueScout at $49/mo, then Profound at $99/mo billed yearly (starter, chatgpt only), then Gauge at $599/mo (growth). Entry price is the least useful number in this category though — check what the tier includes before you rank on it.
Can I use more than one?
Plenty of people do, and the pairing that makes sense is a tracker plus a source tool rather than two trackers. Gauge and Profound measure overlapping things; running both mostly buys you two dashboards that disagree at the margins.
Why is CueScout in its own comparison?
Because we wrote it. Every figure about Gauge and Profound here comes from their own pricing pages or a named source, checked on 6 August 2026, and both have columns where they beat us. Read it as a vendor's argument, then go and check the two pricing pages yourself.
Keep reading
How CueScout does the parts above
Citation Sources
Every URL the engines cited in your category, classified, checked for whether you appear in it, and sorted by what you can actually win.
4.43%Domain leaderboard
Citation share per host, so you can see the five domains producing half your category's answers instead of scrolling forty URLs.
58 of 96Rank overlap
Per cited page, the Google position for the question it was cited for — and a count of the ones that have no position at all.
See it on your own product
Try the live demo with no signup, or run the free AI Visibility Checker to see whether AI engines already recommend you. The rest of the free tools check whether those engines can read your site in the first place.