Four-platform buying guide

ReachLLM vs Profound vs Peec vs Otterly

A transparent comparison of four AI visibility platforms by best fit, public starting price, model coverage, agency reporting, and execution workflow.

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ReachLLM verdict: Choose ReachLLM for measurement plus execution, Profound for enterprise intelligence, Peec AI for focused monitoring and analytics, or Otterly.AI for accessible self-serve monitoring.

The 30-second verdict

  • ReachLLM: execution-capable platform for brands and agencies that need findings turned into shipped work
  • Profound: enterprise-oriented answer-engine intelligence and agent analytics
  • Peec AI: monitoring and source analytics with clear public tiers
  • Otterly.AI: lower-cost self-serve monitoring with transparent prompt packages

Public pricing and coverage

ReachLLM Pro is $399 per month and includes 100 prompts, one project, and four models; Scale is $999 for 500 pooled prompts and 10 projects. Profound lists $99 Starter and $399 Growth prices billed yearly. Peec AI lists $95, $245, and $495 tiers. Otterly.AI lists $25, $160, and $422 tiers when billed annually. Model packaging differs and competitor details can change.

Agency and execution comparison

  • ReachLLM Scale: 10 projects, pooled prompts, white-label reports, share links, unlimited team members, and execution credits
  • ReachLLM Enterprise Agencies: unlimited projects with 1,000 pooled prompts and 2,500 pooled audit pages
  • Profound: stronger enterprise data positioning; evaluate agency packaging and services directly
  • Peec AI and Otterly.AI: monitoring-first options; confirm current white-label and client-sharing requirements with each vendor

Make the decision on total workflow

Run the same buyer prompts through every shortlisted platform. Compare answer coverage, citation detail, source analysis, reporting, and the exact steps required to publish a fix. The best platform is the one your team can turn into measurable, repeated execution.

Continue your evaluation

ReachLLM vs Profound ReachLLM vs Peec AI ReachLLM vs Otterly.AI

Frequently asked questions

Which platform is best for a lean team?

Otterly.AI or Peec AI may fit a team that only needs lower-cost monitoring. ReachLLM fits lean teams whose main constraint is executing the content, technical, and authority work after a gap is found.

Which platform is best for agencies?

ReachLLM is built around multi-project workspaces, pooled prompts, white-label reports, share links, and execution. Agencies prioritizing enterprise intelligence should also evaluate Profound.

Are the products directly equivalent?

No. They overlap in AI visibility tracking, but differ materially in model packaging, analytics depth, agency reporting, and execution.

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See where your brand is mentioned, cited, or missing before you choose a platform or service.

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