11 Best AI Search Visibility Tools for SaaS Companies (2026)

Half of B2B software buyers now start their research in an AI chatbot, not Google.

That's from G2's 2026 Buyer Behavior Report. Even more telling, 69% said they picked a different vendor than planned because of what the chatbot told them.

So if you run marketing at a SaaS company, you need to know what ChatGPT says when someone asks for "the best tool for X," "X vs Y" or "alternatives to X."

We compared 11 AI search visibility tools for SaaS companies. Checked September 2026.

Before you read: we build Orchly, one of the tools covered here. We've tried most of the others ourselves, and some insights come from SaaS customers who switched from them. The goal is an honest list, so every tool, ours included, gets its pros and cons.

AI search visibility tools for SaaS compared

1. Orchly: best AI search visibility tool for SaaS companies

Orchly tracks the prompts your buyers ask every day, in the real ChatGPT, Perplexity and Google AI Overviews interfaces. Gemini, AI Mode, Claude and Grok are add-ons.

Then it helps you win those prompts with comparison pages, outreach to review sites and fixes to your own pages.

Track the prompts that lead to a demo

• Buyer prompts by intent. Every prompt is tagged branded or non-branded and commercial, informational or transactional. So you can separate "best CRM for startups" from "how does [your brand] pricing work."
• Prompt research. Find the "best X," "X vs Y" and "alternatives to X" prompts in your category, and see which competitors show up.

Hear the objections before sales does

• Perception. See the attributes AI associates with your product, and the objections it raises, like "expensive" or "limited integrations."

• Fact check. AI often gets SaaS pricing and features wrong. Orchly checks each answer against Brand Brain, your approved facts, and flags claims that contradict them.

Get onto the G2 pages and listicles AI cites

• Mention Gap. SaaS answers lean on review sites, "best tools" listicles and Reddit threads. Mention Gap shows the cited pages that name your competitors but not you.

• Activation Agent. Reaches out to those publishers from your own inbox after you approve. More on our outreach agent.

Tie it to signups

• AI traffic analytics. On Pro, see AI crawler visits and real visitors from ChatGPT, Perplexity and others, by page. Connect GA4 to see conversions next to them.

• Search Console too. Your Google rankings and clicks sit in the same place, so you don't need a separate SEO tool for the basics.

Close the gap with agents

The Content Agent drafts comparison pages, "alternatives" pages and refreshes to docs, in your brand voice, with a review step before anything is published. See how it works for SaaS teams.

Where Orchly falls short

• No CRM connector. You'll see GA4 conversions, but not which deals in HubSpot or Salesforce came from AI search.
• Add-on engines. Claude is popular with developers and B2B buyers, and it's an add-on on Orchly.

Pricing: Essential $49/month (25 prompts daily). Pro $125/month (100 prompts, AI traffic analytics, 5 users). 7-day free trial.
Best for: SaaS teams that want to track buyer prompts and win them.

See Orchly pricing or start a free trial.

2. Profound: best for enterprise SaaS

Profound is the big name in AI visibility, and its customer list is full of SaaS brands. Ramp's case study reports its visibility going from 3.2% to 22.2% in a month (vendor data).

It's built for teams that want a lot of data. You get prompt volumes, up to nine engines on Enterprise and AI Marketer agents that draft content and publish it to your CMS.

The typical buyer is a later-stage SaaS company with an analyst or SEO lead to run it. Profound raised a $180M Series D at a $1.8B valuation on September 15, 2026.

What we like

• Prompt volumes. Profound estimates how often prompts get asked, which few tools here do. That helps you pick which "best X" prompts are worth the fight.
• Engine coverage. Enterprise covers ChatGPT, Perplexity, AI Mode, Gemini, Copilot, DeepSeek, Claude, AI Overviews and Exa, refreshed daily.
• Agent Analytics. It reads your CDN logs (Cloudflare, Vercel, Fastly, AWS and others) to show which AI bots crawl your pricing and docs pages.
• Depth and support. G2 reviewers, at roughly 4.5 out of 5, often praise the analytics depth and the support team.

Where it falls short

• No self-serve plan. Since mid-September 2026 it's a free 7-day trial, then custom Enterprise pricing. A Series A or B team can't just buy it without a sales cycle.
• No native CRM connector. Google Analytics connects, but HubSpot and Salesforce aren't on the pricing page. Pipeline reporting means API or custom work.
• A lot to take in. Per third-party reviews, the dashboards can feel overwhelming if nobody owns them full time.

Pricing: free 7-day trial (50 prompts daily on ChatGPT, Gemini and AI Overviews, no exports), then Enterprise (custom).
Best for: late-stage SaaS with an enterprise budget and someone to run it.

3. Peec AI: best for review-site and UGC source data

Peec AI classifies sources by type, and its UGC type includes review sites like G2 and Reddit. That's useful when you want to know which review pages feed AI answers in your category.

In September 2026 it added AI Referrals, which shows GA4 sessions, conversions and revenue by AI assistant.

Peec is a Berlin company founded in January 2025, and SaaS brands like Attio, n8n and ElevenLabs use it. The developer-marketing agency Stateshift says in its review that it's worth it for dev tools, SaaS platforms and technical products.

What we like

• Source types. Every cited URL is sorted into editorial, corporate, UGC, reference or institutional, and you can add your own labels. You see fast whether G2 or a listicle is doing the work.
• Unlimited seats. Product marketing, content and demand gen can all log in without a per-seat bill.
• Revenue next to visibility. AI Referrals shows GA4 sessions, conversions and revenue by assistant and landing page.
• Clean and well liked. G2 sits around 4.8, and per third-party reviews, founder support over Slack gets a lot of praise.

Where it falls short

• Three engines per plan. Every self-serve tier caps you at three engines. Claude and Grok are premium upgrades on higher tiers or Enterprise.
• No CRM link. You see GA4 revenue, but not which deals or pipeline came from AI search.
• Actions are a to-do list. Actions scores source clusters and suggests on-page and off-page work, but your team still does all of it.

Pricing: Starter about $95/month (50 prompts). Pro about $245/month (150 prompts), the plan most SaaS teams need.
Best for: SaaS teams that want clean source data and GA4 revenue in one view.

4. Scrunch: best for persona-based B2B tracking

Scrunch is arguably the most B2B-native tool here. Plans include buyer personas, and you can filter results by persona and journey stage.

That fits SaaS companies where IT, finance and end users all ask AI different questions before they buy. Sitecore acquired Scrunch in June 2026.

Engines include ChatGPT, Claude, Gemini, Perplexity, AI Mode, AI Overviews and Meta AI.

What we like

• Personas in every plan. Starter includes 3 personas and Growth includes 5, so you don't need Enterprise to track by buyer type.
• Journey stage filters. Prompts are grouped by topic, persona, journey stage and geography. You can see where you drop out between research and shortlist.
• Generous prompt limits. Starter comes with 350 custom prompts plus 1,000 industry prompts, enough for a real SaaS prompt map.
• Agent traffic. It monitors AI agent visits, and AXP serves AI-optimized versions of your pages to bots.

Where it falls short

• It diagnoses but doesn't fix. There's no content or outreach, and AXP is closer to an engineering project than a marketing workflow.
• Onboarding and reporting. Per third-party reviews, auto-onboarding sometimes misreads your industry and generates irrelevant personas and prompts. Exports and trend charts are also thin.
• CRM and roadmap. CRM data goes through Zapier or a custom API. After the Sitecore deal, it's fair to ask how pricing and roadmap will change if you're not on Sitecore.

Pricing: Starter $250/month billed yearly (3 personas, 350 prompts). Growth $417/month billed yearly (5 personas, 700 prompts).
Best for: SaaS selling to several buyer personas.

5. AthenaHQ: best for Salesforce and HubSpot users

AthenaHQ is the only tool here that lists both Salesforce and HubSpot integrations on its pricing page, along with GA4 and Search Console.

It runs on credits, where one credit is one AI response, and every plan has unlimited seats. That makes it a fit for revenue-minded SaaS teams that want AI visibility in the same place as their CRM.

We couldn't verify how deep the Salesforce integration goes, so ask to see it in a demo.

What we like

• CRM integrations listed. HubSpot and Salesforce sit next to GA4, Search Console, Shopify and Webflow.
• 11 engines on Starter. That includes Claude, Grok, DeepSeek and Mistral, which most tools charge extra for.
• A real free tier. 300 credits across ChatGPT, Perplexity, AI Overviews, Gemini and Copilot, enough to see how it works.
• Strong reviews. G2 rates it 4.9, and reviewers single out the Action Center and support.

Where it falls short

• Credits burn fast. Each engine answering each prompt costs a credit, so 3,600 credits across 11 engines works out to roughly 10 prompts a day. Per aggregators, G2 reviewers say credits ran out faster than expected in the first month.
• Personas are Enterprise-only. So are multi-region tracking, the Knowledge Base and hallucination detection.
• No mid tier. You go from $295 straight to custom Enterprise pricing.

Pricing: free tier (300 credits). Starter $295/month (3,600 credits, 11 engines), 17% off yearly.
Best for: SaaS teams that need CRM data in the picture.

6. Gauge: best for developer tools

Gauge is built for devtools and API companies. In August 2026 it launched Gauge Agents, which test whether coding agents like Claude Code, Codex and Cursor pick your SDK and implement it correctly.

Customers include Supabase, PostHog and Resend.

Gauge is a Y Combinator company (S24). It still tracks the usual chat engines, but its focus has moved toward developers and the coding agents they work in.

What we like

• Coding agent tests. Gauge Agents run the same implementation task across Claude Code, Codex and Cursor, then judge each run against your success criteria. No other tool checks this.
• High prompt volume. Growth covers 600 prompts daily, around 108,000 answers a month, with unlimited domains and competitors.
• Content included. You get 18 articles a month, with publishing to Webflow, Framer, Sanity and GitHub.
• Responsive team. Its Product Hunt reviewers praise onboarding and a 1 to 2 day turnaround on feature requests.

Where it falls short

• One self-serve plan. The $99 Starter is gone, so $599 is the entry point.
• Less useful for non-technical SaaS. If your buyers aren't developers, the coding agent angle doesn't help much. There's no HubSpot or Salesforce integration either.
• Some gaps. Claude and Grok need your own API keys on Growth, and one Product Hunt reviewer asked for better data export.

Pricing: Growth $599/month (600 prompts daily, 5 seats, 1-week free trial). Enterprise custom.
Best for: developer tool and API companies.

7. Semrush AI Visibility Toolkit: best for prompt research

Semrush has a database of 261 million prompts with volumes, which helps you find the "best X software" and "X vs Y" prompts in your category.

It tracks ChatGPT, Google AI Overviews and AI Mode, Gemini and Perplexity. Adobe completed its acquisition of Semrush in April 2026.

Most SaaS teams that pick it already use Semrush for SEO and want AI visibility in the same login.

What we like

• Prompt discovery. Volumes on "best X software" and "alternatives to X" prompts help you choose what to track before you spend on tracking.
• Cited-not-you prompts. It shows prompts where competitors get cited and you don't.
• Next to your SEO data. Keyword, rank and AI site audit data sit in the same tool.
• Low entry price. $99 a month is easy to approve if you're already paying for Semrush.

Where it falls short

• 25 prompts per domain. That can't cover a SaaS prompt map of category, alternatives, integrations and personas. Extra prompts cost more.
• Monitoring only. It shows the gaps but doesn't create content or do outreach.
• Adds up. Per third-party reviews, per-domain pricing feels expensive for smaller sites, and it's one more line on a big Semrush bill.

Pricing: $99/month per domain, billed yearly (25 prompts). 50 more prompts for $60/month.
Best for: SaaS teams already using Semrush.

8. Ahrefs Brand Radar: best for competitor research

Ahrefs Brand Radar shows which third-party pages AI cites across your category, including the "alternatives to X" listicles on review sites that often decide SaaS answers.

It runs on a modeled index of hundreds of millions of prompts built from keyword data. So you get category data on day one, without setting up prompts yourself.

It's mostly used by SEO and competitive intelligence folks who already live in Ahrefs.

What we like

• Instant category data. You can look at any competitor's AI visibility right away, with no setup.
• Cited domains and pages. These reports show the review sites and listicles feeding competitor mentions, which tells you where to pitch.
• Wide engine coverage. ChatGPT, Perplexity, AI Overviews, AI Mode, Gemini and Copilot, plus Grok since April 2026.
• Keeps shipping. A citation API arrived in June 2026, useful if you pull data into your own reports.

Where it falls short

• Modeled prompts. Prompts come from keywords. Your specific "Brand A vs Brand B for a 50-person team" prompts cost extra and need a paid Ahrefs plan.
• Confusing pricing. Third-party sources report the price differently, and there's no trial, so confirm at checkout.
• Moving numbers. Reviewers mention checks running out and metrics changing retroactively.

Pricing: from $199/month per AI platform, or $699/month for all platforms. Custom prompts from $50/month.
Best for: competitive research.

9. HubSpot AEO: best for HubSpot shops

HubSpot AEO suggests prompts based on your CRM data, and its recommendations create drafts right inside HubSpot.

It went into public beta on April 14, 2026, and builds on HubSpot's acquisition of XFunnel. It tracks ChatGPT, Gemini and Perplexity.

It's aimed at SaaS marketing teams already running on Marketing Hub, where it's included in Pro and Enterprise.

What we like

• Prompts from your CRM. Suggestions come from what your real customers are likely to ask, not a generic list.
• Drafts where you work. Recommendations turn into content drafts and social posts inside HubSpot.
• Cheap. $50 a month standalone, or included in Marketing Hub Pro (25 prompts daily) and Enterprise (50).
• A path to pipeline. HubSpot's separate web analytics can tie AI referral sources to contacts and deals, though that happens outside the AEO tool.

Where it falls short

• Small and still beta. Three engines and 25 prompts won't cover much of a SaaS category.
• Prompt quality. Per third-party reviews, the suggested prompts can feel generic, and one agency found the auto-setup unreliable.
• Tied to HubSpot. There's no GA4 connection, so it's a harder sell if your data lives elsewhere.

Pricing: $50/month ($45 billed yearly) for 25 prompts, or included in Marketing Hub Pro and Enterprise.
Best for: SaaS teams all-in on HubSpot.

10. AirOps: best for SaaS content teams at scale

AirOps is a content engineering platform used by SaaS brands like Ramp, Wiz and Webflow. You build workflows to refresh and publish content, with AI visibility insights on Pro.

It raised a $40M Series B led by Greylock in November 2025. Chime and Asana are customers too.

It suits SaaS content teams publishing at volume, ideally with someone who enjoys building workflows.

What we like

• Flexible workflows. You can automate briefs, refreshes and publishing in whatever shape your team works.
• Brand kits and knowledge bases. They keep output closer to your voice and product facts.
• Built for teams. Pro has unlimited seats and visibility insights across 7+ engines.
• Well reviewed. G2 sits at 4.6, and reviewers praise customization, automation and support.

Where it falls short

• Learning curve. G2 reviewers mention a steep one, often weeks before a team is fully set up.
• Opaque pricing. Pro is by quote, and task-based billing can be hard to predict.
• Visibility is secondary. Per reviews, its visibility analytics are shallower than dedicated tools, and the free Solo plan only covers ChatGPT.

Pricing: free Solo plan (ChatGPT insights, 1 seat). Pro by quote, with a 14-day trial.
Best for: SaaS content teams with an ops person.

11. Otterly.AI: best budget starting point

Otterly.AI is the cheapest way to start tracking, with link citation analysis and a GEO audit.

It's a Vienna company founded in 2024 and named a Gartner Cool Vendor in 2025. ChatGPT, AI Overviews, Perplexity and Copilot are included, and AI Mode, Gemini and Claude are add-ons.

Early-stage SaaS teams use it to get a first read on AI visibility before committing a bigger budget.

What we like

• $29 to start. It's simple to set up and you'll have data the same day.
• Citations and audits. Link citation analysis shows which pages get cited, and the GEO audit includes query fan-out.
• Team friendly. Every plan has unlimited seats, and Standard adds API, MCP and Looker Studio.
• Bot logs. Agent Analytics, added in August 2026, shows AI crawler activity on your site.

Where it falls short

• Add-ons add up. Real SaaS coverage needs 100+ prompts and add-on engines. Standard with all seven engines is about $416 a month.
• Ends at a dashboard. There's no content creation and no GA4 revenue attribution.
• A big jump. Reviewers mention the leap from $29 to $189, and sentiment that sometimes gets misclassified.

Pricing: Lite $29/month (15 prompts). Standard $189/month (100 prompts). Add-on engines extra.
Best for: early-stage SaaS testing the waters.

Why AI search matters so much for SaaS

• Buyers start there. 51% of B2B software buyers start research in AI chatbots, per G2.
• Almost everyone uses it. Forrester found 94% of business buyers use AI in purchasing.
• Shortlists are short. TrustRadius found 83% of buyers shortlist three products or fewer. If you're not in the AI answer, you're probably not on the list.
• It converts. At Ahrefs, AI search was 0.5% of visitors but 12.1% of signups.

Which prompts should a SaaS company track?

Start with the ones closest to a purchase:

• Category prompts, like "best project management software for agencies."
• Comparison prompts, like "Asana vs Monday."
• Alternatives prompts, like "alternatives to Jira."
• Pricing and integration prompts, like "does X integrate with Salesforce?"

Then add persona and use-case prompts as you grow. For more on this, see our guide to tracking AI prompts.

Which AI visibility tool should your SaaS company choose?

• You want to track buyer prompts and win them: Orchly.
• You're enterprise SaaS: Profound.
• You sell to developers: Gauge.
• You live in HubSpot: HubSpot AEO.