What's the real difference between Profound and Otterly.AI?

Profound is the enterprise-grade end of the AI-visibility category: a 1.5B+ real-user prompt-volume panel, CDN-level crawler analytics, SOC 2 Type II, and 10+ tracked engines — but pricing is sales-gated, with the Starter tier ($99/mo as of June 2026) limited to ChatGPT only and full engine coverage requiring an Enterprise quote. Otterly.AI is the self-serve, low-cost end: a 14-day no-card trial, a $29/mo Lite tier (15 prompts, 4 engines), a 28-tool MCP server, and a strong GEO audit — but it cannot track Claude, Grok, or DeepSeek at any price. The choice is between deep, expensive, sales-gated data and cheap, self-serve, narrower coverage.

Is Profound or Otterly.AI cheaper?

Otterly.AI, decisively. Its Lite tier is $29/mo (or $25/mo billed annually) for 15 prompts across 4 engines, as of June 2026 — roughly 14x cheaper than Profound's Growth tier at $399/mo. But the recurring complaint about Otterly is the cliff above that floor: the jump from $29 Lite to $189 Standard with 'nothing in between,' which multiple verified reviewers call 'pretty heavy.' Profound has no comparable entry point — its real functionality starts at $399/mo and full coverage is a custom Enterprise contract.

Does Otterly.AI track Claude, Grok, or DeepSeek?

No. As of June 2026, Otterly.AI tracks four baseline engines (ChatGPT, Perplexity, Google AI Overviews/Search, plus add-on Google AI Mode and Gemini). Claude is listed 'coming soon,' and Grok and DeepSeek are not offered at any tier. Reviewers targeting developer audiences report 'flying blind on a major platform.' Profound tracks Claude, Grok, and DeepSeek — but coverage beyond three engines sits behind an Enterprise sales conversation.

Can I self-serve sign up for Profound?

Not for the full product. Profound's self-serve tiers exist (Starter $99/mo ChatGPT-only, Growth $399/mo for 3 engines, as of June 2026), but tracking all answer engines, Prompt Volumes, API access, and SOC 2 all sit behind an Enterprise quote and a sales call. Multiple reviewers flag 'there is no self-serve trial' for the full platform as friction during evaluation. Otterly.AI, by contrast, offers a genuine 14-day trial with no credit card.

What is Otterly's 'Likelihood to Buy' metric?

It is an API-exposed metric (likelihoodToBuy) that, on inspection of Otterly's own KPI definitions, sits alongside average brand position and share-of-voice math. Treat it as a derived ranking signal rather than a measured purchase-intent figure — verify how it is computed against your own use case before presenting it to a client as buyer intent.

Which tool is better for a marketing agency managing multiple clients?

Neither is built agency-first. Profound 'does not support multi-account management — you get one workspace per account,' per a hands-on reviewer who 'had to log out and back in every time' to compare brands; its Agency Mode is still private beta. Otterly users flag 'the lack of a per-dashboard billing option for clients.' If you run an agency, weigh both against tools priced per editor seat with multi-client workspaces native from day one.

Do Profound and Otterly tell you how to fix poor AI visibility?

Both are primarily monitoring tools. Profound reviews repeatedly note it 'lacks an AI readiness audit' and 'does not provide integrated SEO audits' — strong measurement, weak execution. Otterly ships a GEO audit (crawlability + content checks) and a recommendations engine, which is more execution guidance than Profound offers self-serve, but reviewers still say it 'doesn't deliver optimization guidance + ROI measurement.' Neither closes the loop from 'you're invisible in Claude' to 'here's why and what to change' cleanly.

Profound vs Otterly.AI: Enterprise Data vs the Cheapest Floor (2026)

By Cameron Witkowski·Last updated 2026-06-19·Otterly's $29 Lite tier is ~14x cheaper than Profound's $399 Growth tier — yet neither lets you self-serve full engine coverage (Otterly in-app pricing (Lite $29/mo, 15 prompts, 4 engines) and Profound in-app pricing (Growth $399/mo, 100 prompts, 3 engines; all engines = Enterprise / Contact Sales), both as of June 2026)

Profound vs Otterly.AI is a choice between the most expensive, deepest, most sales-gated tool in the AI-visibility category and the cheapest, most self-serve, most coverage-limited one. Profound is the platform Fortune 500 brands buy through a procurement process for its 1.5B+ real-user prompt-volume panel and CDN-level crawler analytics. Otterly.AI is the $29-a-month tool a solo marketer or small team starts with this afternoon, no credit card required. They sit at opposite ends of the same category, and the honest answer to "which one" depends almost entirely on whether you have a budget and a sales cycle, or a card and an hour.

Below is the evidence: a dated, attributed comparison table, real reviews and complaints for each (with source links), and an honest closing on when each tool is the right call. We have used both products hands-on — a Profound self-serve trial and an Otterly 14-day trial — so where we describe the product, it is observed, not paraphrased from marketing.

At-a-glance comparison

Dimension	Profound	Otterly.AI
Best for	Single-brand Fortune 500 buyers running an Enterprise procurement process (published roster: Ramp, MongoDB, Walmart, Target, Indeed, Figma, Chime, DocuSign)	Solo marketers and small teams who want a cheap, self-serve start on AI-search monitoring
Pricing (as of June 2026)	Starter $99/mo (ChatGPT only, 50 prompts, 1 seat); Growth $399/mo (3 engines, 100 prompts, 3 seats); all engines + Prompt Volumes + API = Enterprise / Contact Sales (~$2K–$5K+/mo, third-party estimated)	Lite $29/mo (15 prompts, 4 engines, 1 workspace); Standard $189/mo (100 prompts); Premium $489/mo (400 prompts); Enterprise custom. Annual ≈ $25/$160/$422
Self-serve / trial	Self-serve tiers exist; full product is sales-gated, no public trial of the full platform	Genuine 14-day trial, no credit card
Engine coverage	10 engines documented (ChatGPT, Perplexity, Claude, Copilot, Google AIO, Gemini, Grok, Amazon Rufus, Meta AI, DeepSeek) — but only 3 self-serve on Growth; the rest are Enterprise	4 baseline (ChatGPT, Perplexity, Google AIO/Search; Gemini + Google AI Mode are paid add-ons). No Claude (coming soon), no Grok, no DeepSeek at any tier
Refresh cadence	Weekly prompt-volume refresh; report-level varies	Weekly default (flagged by reviewers as slow)
Standout data	Prompt Volumes — 1.5B+ real-user prompt panel, demographics + intent classification (Enterprise-gated)	28-tool MCP server, Public REST API, Looker Studio connector, GEO audit (crawlability + content)
Compliance	SOC 2 Type II, HIPAA (2026), GDPR/CCPA	GDPR only — no SOC 2, no ISO 27001; SSO Enterprise-only (SAML)
Funding / scale	$96M Series C, ~$1B valuation, ~150 employees (Feb 2026 press)	Bootstrapped, Austrian, 7–12 employees, ~$770K ARR (Latka)
Skip if	You want a transparent price and full engine coverage without a sales call	You need to track Claude, Grok, or DeepSeek, or you'll outgrow 15 prompts fast

Profound: deep, mature, and gated behind a sales call

Hands-on, Profound is the most data-dense tool in the category, and it shows. The Answer Engine Insights surface, Query Fan-out, Citations, and the Prompt Volumes panel are genuinely differentiated — that 1.5B+ real-user prompt dataset is something no competitor matches, and one hands-on reviewer put it plainly: "Nobody else in this category ships this dataset" (Analyze.ai, 2026). G2 reviewers rate it 4.6/5, and it was named the Leader in G2's inaugural Answer Engine Optimization category, Winter 2026.

But two complaints dominate every review corpus we found. The first is price and gating. "At $399 per month, [Profound] is currently one of the most expensive solutions... 3-4x higher cost than many alternatives," wrote a first-hand reviewer who scored it 3.1/5 (generatemore.ai, 2026). A G2 user echoed the unit economics: "Profound's cost per prompt is higher than average, making it difficult to use Profound as my only tool" (Torben R., Senior Content Marketing Manager, via Scalenut). And the gating is structural — as one review put it, "Every conversation starts with a sales call, and Prompt Volumes, multi-platform coverage, API access, and SOC 2 features all sit on the same plan now... If you're a growth-stage company, an agency, or a mid-market team, the math doesn't work" (Analyze.ai, 2026).

The second is the agency wall. "Profound does not support multi-account management. You get one workspace per account... We hit this on day three. Two of our three test brands sat under the same parent company, and we had to log out and back in every time we wanted to compare them" (Analyze.ai, 2026). Profound's Agency Mode exists, but it is still private beta.

Otterly.AI: cheap, self-serve, and coverage-limited

Otterly is the opposite experience hands-on: sign up, no card, and you are in a live dashboard in minutes. It is genuinely pleasant — clean KPIs (Brand Mentions, Share of Voice, Avg. Position, an NSS sentiment score), a strong GEO audit that probes your site bot-by-bot, a 28-tool MCP server, and a Looker Studio connector. OMR Reviews rates it 4.8/5 across 53 verified reviews, and one buyer summed up the appeal: "Seconds-fast daily visibility overview across major AI chatbots" (Christoph, FFG, via OMR).

Its two recurring complaints mirror Profound's, inverted. The first is the price cliff above the cheap floor. "The steep jump in their pricing tiers... as soon as you need to scale up the number of prompts you are tracking, the price jump to the Standard tier is pretty significant" (Martin, o9 Solutions, via OMR, 4.0/5). A German reviewer was blunter: "Der Sprung von lite zu Standard ist schon recht heftig" — "the jump from Lite to Standard is pretty heavy" (Lorenz, Brains and Bodies CoWorking, via OMR, 4.5/5). That is $29 to $189 with, as one round-up put it, "nothing in between" (ContentMonk).

The second is engine coverage. A verified reviewer noted "only 3 AI search sources are analyzed, so the holistic overview is still missing" (Marietta, SlopeLift PM Media, via OMR), and editorial analysis is sharper: "Otterly does not track Claude, Grok, DeepSeek, or Meta AI on any plan," leaving teams targeting developer audiences "flying blind on a major platform" (ContentMonk). And agencies hit a billing wall: "the lack of a per-dashboard billing option for clients is a drawback. It makes it difficult to manage and pass on costs directly to clients" (Nora, WebNL creative studios, via OMR, 4.5/5).

The flaw they share

Strip away the 14x price gap and Profound and Otterly leave the buyer in the same place: you cannot self-serve full engine coverage from either of them. Profound puts Claude, Grok, and DeepSeek behind an Enterprise sales call. Otterly cannot show you Claude, Grok, or DeepSeek at all — at any price. So whichever you choose, you are knowingly blind to some of the platforms your customers actually ask, and the only way to fix that is to either sign a contract you can't see the terms of (Profound) or wait for a roadmap that's been "coming soon" for over a year (Otterly).

This is the one place we'll mention our own product, because it's exactly the gap it was built to close. OpenLens is research-grade AI visibility, priced so winning more clients never costs you more. The single lethal line: OpenLens ships all 7 major AI platforms — including Claude, Grok, and DeepSeek — self-serve on its $299.99/mo Agency plan, no sales call and no waiting list. (Coverage counts all 7; usage is metered in weighted credits, where a Claude output costs 100 and a Grok output 50, so "all 7 included" means included, not unlimited.) It also ships a Site & Agent Readiness audit that checks whether AI can actually discover and parse a site — the "why am I invisible" step both tools above leave you to figure out yourself. That's the comparison; the rest of this page is about Profound and Otterly. (For the head-to-head detail, see OpenLens vs Profound and OpenLens vs Otterly.AI.)

How to choose

Pick Profound when you are a single, well-funded brand — the kind on Profound's roster — that needs the 1.5B+ real-user Prompt Volumes panel, CDN-level crawler analytics, SOC 2 Type II, and HIPAA, and you have both the budget (real functionality starts at $399/mo, full coverage is an Enterprise contract) and the patience for a sales process. The data depth is real and, for the right buyer, worth it. Just go in knowing that "agency" use means logging in and out of separate workspaces until Agency Mode leaves beta.

Pick Otterly.AI when you want the lowest-friction, lowest-cost start in the category, your audience lives on ChatGPT, Perplexity, and Google, and 15–100 tracked prompts is enough. The 14-day no-card trial, the clean dashboard, and the GEO audit make it one of the easiest tools to adopt — provided you can live without Claude, Grok, and DeepSeek and won't be stung by the $29-to-$189 cliff the moment you grow.

Consider OpenLens when the thing you actually need is the thing both of them gate or omit: every one of the 7 major AI platforms your clients show up in, tracked self-serve, from a free-forever tier up to a $299.99/mo Agency plan — without choosing between Profound's sales call and Otterly's blind spots. If you run an agency, that the price is per editor seat (not per client) and that adding a project adds to your pooled output budget will matter more than any single feature above.

Frequently Asked Questions

What's the real difference between Profound and Otterly.AI?: Profound is the enterprise-grade end of the AI-visibility category: a 1.5B+ real-user prompt-volume panel, CDN-level crawler analytics, SOC 2 Type II, and 10+ tracked engines — but pricing is sales-gated, with the Starter tier ($99/mo as of June 2026) limited to ChatGPT only and full engine coverage requiring an Enterprise quote. Otterly.AI is the self-serve, low-cost end: a 14-day no-card trial, a $29/mo Lite tier (15 prompts, 4 engines), a 28-tool MCP server, and a strong GEO audit — but it cannot track Claude, Grok, or DeepSeek at any price. The choice is between deep, expensive, sales-gated data and cheap, self-serve, narrower coverage.
Is Profound or Otterly.AI cheaper?: Otterly.AI, decisively. Its Lite tier is $29/mo (or $25/mo billed annually) for 15 prompts across 4 engines, as of June 2026 — roughly 14x cheaper than Profound's Growth tier at $399/mo. But the recurring complaint about Otterly is the cliff above that floor: the jump from $29 Lite to $189 Standard with 'nothing in between,' which multiple verified reviewers call 'pretty heavy.' Profound has no comparable entry point — its real functionality starts at $399/mo and full coverage is a custom Enterprise contract.
Does Otterly.AI track Claude, Grok, or DeepSeek?: No. As of June 2026, Otterly.AI tracks four baseline engines (ChatGPT, Perplexity, Google AI Overviews/Search, plus add-on Google AI Mode and Gemini). Claude is listed 'coming soon,' and Grok and DeepSeek are not offered at any tier. Reviewers targeting developer audiences report 'flying blind on a major platform.' Profound tracks Claude, Grok, and DeepSeek — but coverage beyond three engines sits behind an Enterprise sales conversation.
Can I self-serve sign up for Profound?: Not for the full product. Profound's self-serve tiers exist (Starter $99/mo ChatGPT-only, Growth $399/mo for 3 engines, as of June 2026), but tracking all answer engines, Prompt Volumes, API access, and SOC 2 all sit behind an Enterprise quote and a sales call. Multiple reviewers flag 'there is no self-serve trial' for the full platform as friction during evaluation. Otterly.AI, by contrast, offers a genuine 14-day trial with no credit card.
What is Otterly's 'Likelihood to Buy' metric?: It is an API-exposed metric (likelihoodToBuy) that, on inspection of Otterly's own KPI definitions, sits alongside average brand position and share-of-voice math. Treat it as a derived ranking signal rather than a measured purchase-intent figure — verify how it is computed against your own use case before presenting it to a client as buyer intent.
Which tool is better for a marketing agency managing multiple clients?: Neither is built agency-first. Profound 'does not support multi-account management — you get one workspace per account,' per a hands-on reviewer who 'had to log out and back in every time' to compare brands; its Agency Mode is still private beta. Otterly users flag 'the lack of a per-dashboard billing option for clients.' If you run an agency, weigh both against tools priced per editor seat with multi-client workspaces native from day one.
Do Profound and Otterly tell you how to fix poor AI visibility?: Both are primarily monitoring tools. Profound reviews repeatedly note it 'lacks an AI readiness audit' and 'does not provide integrated SEO audits' — strong measurement, weak execution. Otterly ships a GEO audit (crawlability + content checks) and a recommendations engine, which is more execution guidance than Profound offers self-serve, but reviewers still say it 'doesn't deliver optimization guidance + ROI measurement.' Neither closes the loop from 'you're invisible in Claude' to 'here's why and what to change' cleanly.