There is no single best AI visibility tool.
The useful choice depends on whether a B2B SaaS team needs a diagnosis, continuous monitoring, a large discovery dataset, an existing SEO-suite integration, an enterprise AEO operating platform, or an execution layer. This guide maps seven products to those jobs instead of assigning a manufactured overall score.
RecoProof publishes this guide and is one of the products covered.
Competitor facts come from current official vendor pages and documentation. Products are organized by buyer fit, not a paid rank, overall score, or claim that RecoProof wins every category.
Published August 27, 2026; content updated September 9, 2026. Facts checked August 27, 2026. Pricing and capabilities can change. We compared current documentation; we did not claim to test all seven products.
Match the operating problem before comparing feature counts.
“Plan-dependent” and “not primary workflow” are meaningful differences. A fixed-scope audit, a monitored prompt subscription, and a large indexed discovery dataset are different purchases even when all three discuss AI visibility.
| Tool | Best for | Buying model | Free entry / trial | Continuous monitoring | Prompt / data model | AI engine coverage | Evidence / competitors | Action layer | Integrations / API | Human-reviewed audit | Best-fit team |
|---|---|---|---|---|---|---|---|---|---|---|---|
| RecoProof | Audit-first commercial diagnosis | $499 founding fixed-scope audit; standard price $750. Optional $399/month monitoring after audit with a three-month minimum. | Bounded free checker | Optional after the paid audit | Bounded, approved commercial questions | Free: Sonar Pro. Paid: GPT-5.6 Terra, Gemini 3.5 Flash, and Sonar Pro. | Retained answers, citations, recommendation gaps, and competitor displacement | Human-reviewed implementation priorities | Not a public integration platform | Yes, for the paid audit | B2B SaaS teams that need to know what to fix first |
| Otterly | Accessible recurring prompt monitoring | Subscription from $29/month; annual billing is discounted | Free-trial CTA; public duration not stated | Daily | 15, 100, or 400 tracked prompts; custom enterprise scope | Four core engines; Claude, Google AI Mode, and Gemini are add-ons | Brand, competitor, sentiment, domain, URL, and citation tracking | GEO audits and prioritized recommendations | API, MCP, Looker Studio, and Agent Analytics are plan-dependent | Not a fixed-scope human-reviewed audit | Solo marketers through agencies needing a self-service monitor |
| Peec AI | Self-service monitoring for marketing teams | Subscription plans; current public price values were not independently rendered | Free-trial CTA; public terms not stated | Daily on self-service plans; daily or weekly on Enterprise | 50, 150, or 350 prompts with three selected models; Enterprise is custom | Six selectable self-service engines; up to 11 on Enterprise | Raw chats, visibility, position, sentiment, competitors, and cited sources | Peec Actions turns observed gaps into suggestions | Looker on eligible plans; API and MCP on Enterprise | Not a fixed-scope human-reviewed audit | In-house teams and agencies operating their own monitoring program |
| Profound | Broad ongoing AEO operations | $99 or $399/month billed yearly; tailored Enterprise pricing | Growth offers a trial CTA; public terms not stated | Daily | 50 or 100 tracked prompts; tailored Enterprise scope plus Prompt Volumes | ChatGPT on Starter, three engines on Growth, and up to nine on Enterprise | Browser-captured answers, citations, sentiment, competitors, prompt demand, and crawler analytics | Agents, Aim, and content workflows | Exports on Growth; integrations, MCP, and API are plan-dependent | Not a fixed-scope diagnostic audit | Growth and enterprise teams building an AEO operating system |
| Ahrefs Brand Radar | Large search-backed discovery | $199/month for one AI index or $699/month for all platforms; custom prompts from $50/month | Free AI visibility preview | Indexed discovery plus daily, weekly, or monthly custom prompts | Hundreds of millions of search-backed prompts plus optional custom prompts | Google AI Overviews, AI Mode, ChatGPT, Copilot, Gemini, and Perplexity | AI responses, mentions, citations, share of voice, competitors, and adjacent web/social sources | Discovery and opportunity research; execution is not the primary Brand Radar workflow | Eligible reports support API, MCP, and Looker Studio | No | SEO and market-research teams that need broad discovery before narrow tracking |
| Semrush AI Visibility Toolkit | Teams already working in Semrush | $99/month per domain billed annually; Enterprise is custom | Limited free tools; no standard paid Toolkit trial | 25 custom prompts daily; other reports update on stated daily, weekly, or monthly cadences | Custom prompt tracking plus Semrush prompt and competitor research | ChatGPT, Google AI, Gemini, and Perplexity on the Base plan | Mentions, citations, sentiment, competitors, prompts, and AI-readiness checks | Site audit and broader Semrush SEO/content workflows | Reporting integrations are add-ons; custom API is Enterprise | No | SEO teams that want AI visibility beside their existing Semrush work |
| AthenaHQ | Dedicated GEO monitoring and action workflows | Free Essential plan with 300 credits; Starter is $295/month; Enterprise is sales-led | Free Essential plan | Daily prompt monitoring | Credit-based prompt and response analysis | Five engines on Essential and ten on Starter, with more available on request | Responses, sources, competitors, share of voice, sentiment, and content gaps | Content recommendations, Athena AI agent, and integrations | GA4, Search Console, Shopify, Webflow, and Framer; API is a paid Starter add-on | No fixed-scope human-reviewed audit | GEO specialists and larger teams that want one measurement-to-action workspace |
Start with six buyer questions.
Do I need a diagnosis?
RecoProof is designed around a bounded commercial audit and a reviewed answer to what should change first.
Do I need continuous monitoring?
Otterly and Peec emphasize recurring self-service prompt tracking; Profound and AthenaHQ extend into broader operating workflows.
Do I need a large discovery dataset?
Ahrefs Brand Radar begins with a large search-backed index, then supports narrower custom prompt tracking.
Do I need an SEO-suite integration?
Semrush keeps AI visibility near existing keyword, competitor, site-audit, reporting, and content workflows.
Do I need an enterprise AEO platform?
Profound provides broad visibility, demand, crawler, integration, and Agent capabilities; AthenaHQ combines monitoring and action workflows.
Do I need execution tooling?
Profound Agents, AthenaHQ recommendations and agent, Peec Actions, Otterly recommendations, and the wider Semrush suite offer different action layers.
What each AI visibility tool is legitimately good at.
RecoProof
Why it stands out: RecoProof asks a narrower commercial question: why are AI systems recommending competitors instead of this company, and what should the team fix first? The paid audit retains answer and citation evidence, uses a bounded methodology, adds human review, and turns supported gaps into implementation priorities.
Main trade-off: it does not offer the largest prompt database, broadest engine coverage, or deepest always-on enterprise platform. Choose it when diagnosis must precede monitoring.
Otterly
Why it stands out: Otterly offers a relatively accessible subscription entry, daily prompt and citation monitoring, competitor benchmarking, sentiment, GEO audits, and plan-dependent API, MCP, and Agent Analytics access.
Main trade-off: it is primarily a recurring self-service platform rather than a fixed-scope human-reviewed diagnosis. Choose it when the team already knows what it wants to track continuously.
Read the detailed RecoProof vs Otterly comparison →Peec AI
Why it stands out: Peec presents visibility, position, sentiment, competitors, recent raw chats, and cited-source analysis in a team-oriented monitoring workflow. Its Actions layer proposes next steps from observed data, while Enterprise adds API and broader model access.
Main trade-off: current official plan limits were visible, but current public price values were not independently rendered during this check. Confirm the buying terms directly. Choose Peec when the team wants to operate recurring analytics itself.
Read the detailed RecoProof vs Peec AI comparison →Profound
Why it stands out: Profound connects daily Answer Engine Insights with Prompt Volumes, AI crawler and referral analytics, Agents, Aim, integrations, and enterprise controls. It can support a continuing AEO program from demand discovery through execution.
Main trade-off: that broader platform is a different purchase from a bounded diagnostic deliverable. Choose Profound when an organization needs an ongoing AEO operating system rather than only a first audit.
Read the detailed RecoProof vs Profound comparison →Ahrefs Brand Radar
Why it stands out: Brand Radar makes a broad AI-answer index searchable without waiting for a new prompt project to accumulate data. Its search-backed prompt model supports competitor, citation, share-of-voice, topic, region, and adjacent web or social discovery; custom prompts add focused recurring checks.
Main trade-off: a search-backed discovery index is a proxy for conversational demand and does not replace a buyer-specific diagnostic question set. Choose it when breadth and market discovery matter most.
Semrush AI Visibility Toolkit
Why it stands out: Semrush combines AI visibility, competitor and prompt research, 25 daily custom prompts, citations, sentiment, and an AI-readiness site audit with a wider SEO and reporting ecosystem. A separate limited free experience exists, but the paid Toolkit has no standard free trial.
Main trade-off: the Base buying model is per domain and its strongest workflow advantage appears when the team already uses or wants the broader Semrush stack. Choose it to keep SEO and AI-search work close together.
Compare Semrush with a diagnostic audit →AthenaHQ
Why it stands out: AthenaHQ combines daily cross-platform visibility, prompt and response analysis, competitor and source insights, sentiment, content recommendations, an AI agent, and integrations. Its free Essential plan provides a verifiable entry before the paid credit model.
Main trade-off: it is a continuing GEO workspace, not a fixed-scope human-reviewed audit. Choose it when specialists need measurement and action workflows in one dedicated platform.
A time series and a diagnosis answer different questions.
Monitoring shows how a defined measurement set changes. An audit asks whether the set is commercially useful, inspects the supporting evidence, and prioritizes the first correction. A team may need either one—or an audit followed by monitoring.
Depth and breadth should not share one denominator.
Custom prompts measure selected questions repeatedly. Large indexed or licensed databases help discover demand and topics at broader scale. Neither is inherently superior; the methods support different decisions.
A score is more useful when the answer remains inspectable.
Ask whether the product exposes the answer, citation URL, source domain, competitor context, prompt, model or interface, location, date, and repetition conditions needed to review a finding. API and consumer-interface results may differ.
Recommendations range from a suggestion to an operating workflow.
Some products measure and surface opportunities; others add audits, content recommendations, agents, publishing workflows, integrations, or human-reviewed priorities. Confirm who approves and implements an action before treating the layer as equivalent.
Do not turn unlike purchases into fake savings.
RecoProof sells a fixed-scope paid audit, while most products here sell recurring software access, prompt checks, indexes, credits, domains, or tailored enterprise capacity. The displayed prices were checked August 27, 2026. Compare the required duration, prompts, models, regions, seats, data access, and implementation responsibility—not only the first dollar amount.
Test AI visibility tools against your SaaS buying journey
Give every shortlisted vendor the same buyer questions and ask for the underlying answers. The examples below are a trial brief, not measured product results. Keep prompts, competitors, market, and collection conditions consistent when comparing evidence.
| Buyer question | Evidence to inspect | Decision it supports |
|---|---|---|
| Best [category] for [buyer type] | Unbranded shortlist and recommended competitors | Category and buyer-fit positioning |
| [Competitor] alternatives for [use case] | Switching criteria, product limitations, and sources | Alternative-page evidence gaps |
| [Category] that integrates with [platform] | Correct integration claims and linked documentation | Integration-page accuracy and coverage |
| [Product] pricing and security for enterprise | Current facts, uncertainty, and cited source dates | Procurement blockers and outdated claims |
Choose the tool after checking retained answers, export access, failed-check handling, and the cost of your actual question set. If Google Search is the priority, use the specialist Google AI Overview tracker comparison. If your team needs someone to interpret and implement the findings, compare AI visibility service providers.
Which tool should a B2B SaaS company choose?
Choose the smallest operating model that answers the next real decision. If the team cannot yet explain why competitors win commercial recommendations, begin with diagnosis. If it already has an approved prompt set and owners, choose a recurring monitor. Add large discovery, SEO-suite context, or enterprise execution only when those capabilities change a funded workflow.
AI visibility tool selection questions.
What is the best AI visibility tool for B2B SaaS?
There is no defensible best-overall answer without first defining the operating need. RecoProof fits a bounded commercial diagnosis; Otterly and Peec fit recurring self-service monitoring; Ahrefs fits large search-backed discovery; Semrush fits an existing SEO-suite workflow; Profound and AthenaHQ fit broader ongoing AEO or GEO operations.
Should a B2B SaaS company start with an audit or monitoring?
Start with an audit when the immediate question is why competitors are recommended and which evidence gap deserves action first. Start with monitoring when the team already has a credible question set, owners, and a recurring process for interpreting change.
Are custom prompts and large prompt databases interchangeable?
No. Custom prompts provide depth on a selected commercial question set. Large indexed or licensed datasets support broader demand discovery. They use different selection methods and should not be treated as one comparable visibility series.
Can a company use RecoProof with another monitoring platform?
Yes. A team can use RecoProof to establish a reviewed diagnostic baseline and then use a monitoring platform for recurring measurement. Keep the methods and time series separate because providers, interfaces, prompts, locations, and cadences can differ.
Facts checked August 27, 2026.
- Otterly pricing and plan limits
- Otterly features
- Peec AI brand plans and limits
- Peec AI product and data-collection overview
- Peec AI performance, sources, sentiment, and competitors
- Profound pricing and plan matrix
- Profound platform overview
- Ahrefs Brand Radar product overview
- Ahrefs Brand Radar methodology, coverage, and pricing
- Ahrefs custom prompt tracking
- Semrush AI Visibility pricing
- Semrush AI visibility features
- AthenaHQ features, models, integrations, and pricing
- AthenaHQ GEO product overview
Categories reflect different buying jobs, not an overall score.
The seven products were selected to represent audit-first service, accessible and team monitoring, enterprise AEO operations, large search-backed discovery, an established SEO-suite layer, and a dedicated GEO action platform. Claims were compared using official product, pricing, help, and documentation pages. No review or rating markup, paid placement, or invented test result is used.
Find the commercial recommendation gap before funding the full operating stack.
Run the bounded free check, or buy the fixed-scope audit for the three-model benchmark and human-reviewed implementation priorities.
Need scope first?
Review the exact pages, questions, models, deliverables, pricing, and limitations before checkout.
Review RecoProof pricing