Best AI Visibility Tools for B2B Companies (2026): LLM SEO and GEO Platforms
We rank Promptwatch first for B2B GEO in 2026: shortlist tracking on buyer prompts. Suite add-ons stay for Google. Profound Starter is ChatGPT-only.
Best AI visibility tools for B2B companies in 2026, on this directory, means LLM SEO and GEO platforms that store a "best X for Y" shortlist. Keyword suites will not. Promptwatch is the row we rank first for that job. Paid plans replay your prompts against ChatGPT and the rest of the paid engine set from real UIs, daily. Essential is $95/mo. Explore is free (ChatGPT, 10 prompts).
ChatGPT has 820M+ weekly active users. Gemini has 650M+ monthly. B2B research happens in both even when the RFP only says SEO. Claude shows up in drafting and vendor shortlists. A 2026 B2B program that only watches Google is a year late.
LLM SEO and GEO are the same prompt list. GEO is the usual label. LLM SEO is the B2B search string. Do not buy two tools to cover the same wording.
Ranked stack for B2B GEO
| Platform | B2B job | From |
|---|---|---|
| Promptwatch | Prompt-level shortlist, citations, crawls, visits | $95/mo (free Explore) |
| Semrush AI Toolkit | Keyword-to-AI map | $99/mo per domain |
| Ahrefs Brand Radar | Index-scale topic research | $199/mo + Ahrefs plan |
| Profound Starter | ChatGPT-only enterprise logo | $99/mo annual |
| Peec AI | Daily scores, extra models cost extra | $95/mo |
| Otterly.AI | Cheap mention proof, lag | $29/mo |
Keep Semrush and Ahrefs if Google is already paid. Brand Radar undercounted ChatGPT mentions in a January 2026 test (3 vs 123). The Toolkit uses AI-generated prompt approximations. Neither is the recommendation ledger you take to a lost-deal review.
Profound Growth is $399/mo annual for three engines. Enterprise is reported $2,000 to $5,000+/mo. Buy that if it is already signed. Do not buy Starter and call it a GEO platform.
What we store on a B2B prompt
Named in the shortlist. Position. Cited URL (yours vs G2 vs a competitor). Framing. Sentiment analysis is on Promptwatch. Persona tracking belongs on prompts that close differently (security buyer versus finance buyer).
Citation analytics split docs, Reddit, and YouTube. Visitor analytics (script or GTM) attach sessions. Agent Analytics logs ChatGPTBot. Allow OAI-SearchBot if ChatGPT Search is in scope. Unified Actions and Content Agents (Webflow/Framer) sit on the same login. Agent Chat queries the live set.
Professional is $245/mo. Agency Kick-off is $199/mo. 4.7/5 on G2, 1,840+ brands. Product: promptwatch.com. Configured prices: rankings.
Otterly is fine to prove mentions exist. It is not a shortlist program: 15 prompts on Lite, up to a 7-day lag. Peec is a polished daily score; extra models cost $35 to $165 and Claude is Enterprise. Suite add-ons stay for keyword-to-AI maps. The 2026 B2B job is "are we on the shortlist for this buyer question," which is a typed prompt, not a keyword cluster.
FAQ
Is LLM SEO a different category from GEO?
No. Same prompt list. GEO is the usual label. LLM SEO is the B2B search string.
Should a B2B company start on Otterly?
To prove mentions exist, yes. To run a shortlist program, no. Upgrade to Promptwatch Essential.
Does Profound beat us on enterprise B2B?
At unpublished Enterprise coverage, Profound is the reference dataset. On public SKUs, Promptwatch includes more engines at $95 monthly than Starter does at $99 annual.
What to do this week
- Steal 15 prompts from lost-deal notes, not from a keyword tool.
- Trial Promptwatch Explore, then Essential.
- Leave Ahrefs/Semrush on for Google.
- Report shortlist share as its own line.
- Re-check after one comparison-page edit.