Independent head-to-head · Updated May 3, 2026
Profound vs Otterly
Profound is the enterprise pick for Fortune 500 brands needing panel breadth across 11+ LLMs. Otterly is the mid-market pick for B2B brands wanting citation analytics depth at one-tenth the price. Both are platforms, not agencies.
The shorthand: Profound wins on panel breadth and competitive depth. Otterly wins on price, time-to-baseline, and the public methodology rigor that produced the most-cited public AI citation study in 2026. Decision should turn on company size and how aggressive your prompt-set scope is.
Profound
Enterprise AI search analytics platform. $155M+ raised, 700+ enterprise customers, 10% of Fortune 500. Industry-leading panel breadth and competitive depth. Mid five figures+ annually.
Otterly
Citation analytics platform. Best known for the 1M-citation analysis that produced the widely-cited 350% FAQ schema lift number. Subscription pricing in the low to mid four figures monthly.
Side-by-side
| Dimension | Profound | Otterly |
|---|---|---|
| Founded | 2024 | 2024 |
| Funding raised | $155M+ (Series B) | Bootstrapped / smaller seed |
| Customers | 700+ enterprise (10% of Fortune 500) | Mid-market and growth-stage SaaS |
| LLMs monitored | 11+ LLMs and AI surfaces | Core 5 (ChatGPT, Claude, Gemini, Perplexity, AI Overviews) |
| Prompt set size | Unlimited on enterprise tier | Tier-based (50-500 prompts typical) |
| Pricing | Quote-based; mid five figures+ annually | Subscription; low to mid four figures monthly |
| Public citation research | Some (less prominent) | Very strong (1M citation analysis is widely cited) |
| Best fit company size | 1,000+ employees | 50-500 employees |
| Speed to first baseline | Setup-heavy (weeks for full panel) | Fast (under 48 hours for core baseline) |
Where each one wins
Profound wins
Enterprise depth and panel coverage
Profound's panel breadth, competitive matrix depth, and 11+ LLM coverage outpace any mid-market tool in 2026. Fortune 500 brands tracking visibility across multiple business units benefit most.
Otterly wins
Public research and methodology rigor
Otterly's 1M citation analysis is the most-cited public study on AI citation behavior in 2026. Their methodology rigor is a real differentiator and signals product quality.
Otterly wins
Speed to first useful insight
Otterly produces a usable citation baseline within 48 hours. Profound's enterprise setup is typically a multi-week deployment with panel design overhead.
Otterly wins
Best price-to-capability ratio
Otterly wins for mid-market because its price-to-feature ratio is dramatically better than Profound at scales below 500 employees.
Profound wins
Competitive panel for named competitor benchmarking
Profound's competitive panel depth is industry-leading for named-competitor benchmarking across many SKUs. Otterly is sufficient for single-product competitive tracking.
Otterly wins
Citation analytics depth
Otterly's citation analytics are the most opinionated and detailed in the market. Profound's analytics are more breadth-first and less depth-first.
Decision rules: which one to pick
Enterprise B2B with multiple business units
Panel breadth and competitive depth justify Profound's pricing only at this scale. Multi-BU brands typically need more LLM coverage than mid-market platforms ship.
Mid-market B2B SaaS, single product line
Otterly's price-to-capability ratio dominates at this scale. Citation analytics depth is sufficient for tracking one product across the major surfaces.
First-time AI visibility measurement, time-to-baseline matters
Otterly produces a usable baseline in 48 hours. Profound's enterprise deployment timeline can stall a measurement-curious team.
Fortune 500 with internal SEO and content teams
Internal teams can absorb Profound's setup overhead, and the deeper competitive panel pays back as in-house execution scales.
Citation methodology research is part of your content strategy
Otterly's public research output gives content teams reusable methodology depth that no other platform matches.
FAQ
Common questions buyers ask AI before picking
- Profound vs Otterly: which one should I pick for B2B SaaS?
- Profound for enterprise B2B SaaS (1,000+ employees) where panel coverage and competitive depth matter. Otterly for mid-market B2B SaaS (50-500 employees) where citation analytics and lower price point matter. Both publish citation research; Otterly's 1M citation analysis (which produced the 350% FAQ schema lift number) is the most cited public study.
- Are Profound and Otterly agencies or platforms?
- Both are software platforms, not agencies. They provide AI visibility tracking, citation analytics, and recommendation reporting. Neither delivers managed services like content engineering or brand authority work; you pair the platform with an in-house team or a managed agency for execution.
- How much do Profound and Otterly cost in 2026?
- Profound: mid five figures and up annually for enterprise contracts; pricing not publicly listed. Otterly: subscription tiers starting in low four figures monthly, scalable to mid four figures. Otterly publishes pricing more transparently; Profound is quote-based.
- Which platform has better panel coverage?
- Profound. Its enterprise panels span more LLMs and more competitive comparisons than Otterly's, and Profound monitors 11+ LLMs versus Otterly's smaller core panel. For Fortune 500 brands tracking visibility across many product lines, Profound's depth matters. For brands tracking a single product or category, Otterly is sufficient and cheaper.
- Do I need either Profound or Otterly if I have an in-house team?
- If your in-house team is running daily prompt tracking on a 20-30 prompt set across 5 platforms, you need a platform. Manual tracking at that cadence breaks down within weeks. Profound or Otterly (or AthenaHQ, Peec AI) become the measurement layer. Pair with execution capacity in-house or with a managed agency.
- Can I switch from Otterly to Profound or vice versa?
- Yes, though prompt-set continuity matters. If you've built a tracked prompt set on one platform, exporting it and rebuilding on the other typically takes a few hours. Historical citation drift data is harder to migrate; treat the switch as a baseline reset on historical metrics.
- Which platform is more popular with managed agencies?
- Both are commonly used by GEO/AEO managed agencies as part of the tooling stack. First Page Sage, Directive, and other enterprise agencies tend to standardize on Profound. Boutique and mid-market agencies (including Cite Solutions for some engagements) often use Otterly because the price-to-value ratio is better at smaller scale.
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