vsHoneyb vs Profound
An honest comparison for teams evaluating AI visibility tools in 2026. We cover what each platform does well, where it falls short, and which one fits your team and budget.
Feature coverage: Honeyb 12/14 · Profound 11/14
The honest take
Let's be honest: Profound is a serious platform. They've raised more money than probably all other AI visibility tools combined, they're named in G2's Best AI Tools of 2026, and Fortune 500 brands use them. If you've got a $2,000-5,000/month budget and a dedicated analytics team, they're a legitimate option.
But here's the thing most comparison pages won't tell you. The Profound that shows up in their demo is the $2,000+/month Enterprise tier. Their Lite plan ($499/mo) only tracks ChatGPT with 50 prompts and a single seat. No competitor tracking. No multi-platform coverage. At nearly $10 per prompt, it's one of the most expensive entry points in the category.
So the real question isn't "is Profound good?". It's whether you need to spend Fortune 500 money to get the AI visibility insights your team actually needs.
About Profound
Profound (tryprofound.com) is the most well-capitalized player in AI visibility, having raised over $155M in funding (Seed through Series C from Kleiner Perkins, Sequoia, and Lightspeed) at a $1B+ valuation. They serve roughly 10% of the Fortune 500, with enterprise clients like Samsung, Reckitt, and L'Oreal. Their Prompt Volumes feature, panel data showing what real people ask AI platforms, is genuinely unique in the market.
- Founded
- 2023
- Funding
- $155M+ (Sequoia, Kleiner Perkins, Lightspeed)
- Pricing
- $399 to $5,000+/mo
- Target
- Enterprise brands, Fortune 500
- G2 rating
- 4.6/5 (140+)
What reviewers say about Profound
“Profound is the deepest AI visibility analytics platform on the market, if you can afford it.”
“The Lite plan ($499/month) tracks a single AI platform with 50 prompts and 1 seat. That's $9.98 per prompt for ChatGPT-only monitoring.”
“Multiple G2 reviewers cite data overload and complex interfaces. The platform has enormous depth, but extracting actionable insights requires dedicated analytics staff.”
“Named among G2's Best AI Tools of 2026 alongside ChatGPT, ElevenLabs, Gemini, and Notion.”
Feature by feature
| Feature | Honeyb | |
|---|---|---|
| ChatGPT TrackingMonitor brand mentions in ChatGPT responses | Yes | Yes |
| Gemini TrackingMonitor brand mentions in Google Gemini responses | Yes | Yes |
| Claude TrackingMonitor brand mentions in Claude responses | Yes | Yes |
| Perplexity TrackingMonitor brand mentions in Perplexity responses | Yes | Yes |
| Daily Automated MonitoringAutomated daily tracking without manual intervention | Yes | Yes |
| AI Sentiment AnalysisDetect how AI models describe your brand (positive, cautious, negative) | Yes | Yes |
| Competitor TrackingTrack how competitors appear alongside your brand in AI answers | Yes | Yes |
| Visibility ScoreQuantified metric for AI brand visibility over time | Yes | Yes |
| Actionable RecommendationsSpecific actions to improve AI visibility | Yes | Partial |
| Source Citation TrackingTrack which websites AI models cite as sources | Yes | Yes |
| AI Crawlability CheckVerify if AI crawlers can access your website | Yes | No |
| Monthly strategy callAgency-level 30-min strategy call with an AI visibility expert who's worked with the fastest-growing companies | Yes | No |
| API AccessProgrammatic access to visibility data | No | Yes |
| White-Label / Agency ModeResell or brand the platform for agency clients | No | Yes |
Profound's strengths
- Prompt Volumes is genuinely unique. Panel data showing what real consumers ask AI platforms, with demographic breakdowns. No other tool offers this
- Deepest platform coverage at Enterprise tier, with 10+ AI platforms including ChatGPT, Claude, Perplexity, Gemini, Copilot, Meta AI, Grok, and DeepSeek
- SOC 2 Type II certified. Makes enterprise procurement straightforward for Fortune 500 teams
- Named in G2's Best AI Tools of 2026 alongside ChatGPT and Notion. Strong brand recognition
- Shopping Visibility for e-commerce tracks products in ChatGPT Shopping, a category most tools ignore
Profound's weaknesses
- The Lite plan ($499/mo) is severely limited: ChatGPT only, 50 prompts, 1 seat, 30 days of history. Multiple reviewers on G2 flag "data overload and complex interfaces" that require dedicated analytics staff
- Meaningful features are locked behind Enterprise pricing ($2,000-5,000+/mo). Full platform coverage, Prompt Volumes, API access, and unlimited seats all require the top tier
- G2 reviewers consistently cite a steep learning curve. The platform has enormous depth but extracting actionable insights requires dedicated analytics staff
- At nearly $10 per prompt on the Lite plan, it's one of the most expensive per-prompt entry points in the category
Why teams choose Honeyb over Profound
- You get a dedicated AI visibility expert, not just support. Honeyb's Full Spectrum ($249/mo) and Enterprise tiers include a monthly 30-minute strategy call with an expert who's worked with some of the fastest-growing companies in the US. This isn't a help desk. It's agency-level strategic guidance on your data, your competitors, and your next moves. Profound doesn't offer a personal strategy call at any tier
- We come from an agency background. We've run the campaigns, we know what actually moves the needle. Even at lower tiers, our recommendations come from the same agency-tested playbook, not auto-generated dashboards
- You'll pay for outcomes, not enterprise infrastructure. Our Full Spectrum plan at $249/mo gives you all major AI models, 100 daily prompts, competitor tracking, AND a monthly strategy call. Profound's $399 Growth plan covers only 3 platforms with no personal guidance
- Our agency roots mean we prioritize actionable insights over data volume. Every recommendation is something you can act on this week, not a 40-page analytics report that requires a data team to interpret
The bottom line
Profound is the right choice if you're a Fortune 500 brand with $2,000+/month to spend and a dedicated analytics team. For everyone else, you're paying for infrastructure you don't need. Honeyb delivers the core insights that actually drive AI visibility improvements, with an agency-level monthly strategy call available on Full Spectrum and Enterprise, at a fraction of the cost.
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ChatGPT
Claude
GeminiFull Spectrum and Enterprise plans include a monthly 30-min strategy call.