Best LLM SEO Rank Tracking Software in 2026: 9 Tools Compared

#1

Otterly.AI

Best for: small teams that need affordable AI visibility tracking

Visit otterly.ai

For teams watching every dollar, Otterly.AI is the obvious first stop. The Lite plan at $29 a month tracks 15 prompts daily across ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot, with unlimited team seats and a GEO audit feature that checks on-page factors affecting citation likelihood. That is a genuine working plan, not a crippled demo, and it is enough for a solo marketer or small brand validating whether AI search matters for them.

The catch is the add-on structure. If your audience asks Gemini or Claude questions, you pay $9 to $29 a month extra per engine on Lite, and those add-on prices climb steeply on higher tiers. The 15-prompt ceiling also runs out quickly once you track a full product line or several competitors. Most growing teams land on the $189 Standard plan with 100 prompts. Check the pricing page, not the homepage, since the homepage names all seven engines without flagging that three cost extra.

#2

Peec AI

Best for: agencies and mid-market teams tracking multiple countries

Visit peec.ai

Peec AI, based in Berlin, has become the default recommendation for teams that want broad multi-engine tracking without enterprise paperwork. The Starter plan at €89 a month covers 50 prompts with daily refreshes, and every tier includes unlimited seats and unlimited countries, which makes the seat math very favorable next to per-seat competitors. It tracks mentions, position, sentiment, and citations, and it distinguishes between sources an AI answer used and sources it actually cited, a useful distinction for content teams.

What Peec does not do is fix anything. It reports the gap between you and competitors but leaves the content work to your team or another platform. The base plans cover a choice of three engines from six, and adding Gemini, Claude, or Google AI Mode costs extra per engine per month. Do the add-on math before you sign up, because the real cost of full coverage runs meaningfully above the headline price.

#3

Profound

Best for: enterprise brands needing compliance and deep data

Visit tryprofound.com

Profound is the category's unicorn, having raised over $300 million and reached a $1.8 billion valuation by September 2026. Its differentiator is data provenance: it draws on a large dataset of real, double opt-in consumer conversations with AI assistants rather than synthetic API estimates, which gives its share-of-voice and conversation explorer data a credibility edge. Enterprise buyers also get SOC 2 Type II and HIPAA compliance, SSO, and dedicated support.

The trade-offs are real. There is no free trial, only demos, so you commit financially before validating fit. The $99 Starter plan tracks 50 prompts across ChatGPT only, which is thin for the money, and meaningful multi-engine coverage starts at the $399 Growth tier. The credit-based model for its newer Profound Agents adds variable costs. Profound is built for teams with budget and compliance requirements, not for solo marketers experimenting.

#4

Scrunch AI

Best for: teams that want monitoring plus AI crawler analytics

Visit scrunch.com

Scrunch AI stands out because it looks at both sides of AI visibility. Alongside prompt-level monitoring across nine engines, it shows AI bot crawl data (GPTBot, ClaudeBot, PerplexityBot: frequency, most-crawled pages) and attributes human visits from AI engines through a GA4 integration. Its Agent Experience Platform detects AI retrieval traffic at the CDN layer and serves a machine-readable version of your pages, which is a distinctive technical approach to getting cited.

One fact buyers should know: Scrunch was acquired by Sitecore in June 2026 after raising $19 million. The product continues as a standalone platform, but the roadmap now sits inside a larger DXP company, which matters if you are not a Sitecore shop. Pricing starts at $300 a month for the Starter plan (350 custom prompts, 3 seats), with a 17% discount on annual billing. It is not cheap, but for teams that suspect infrastructure rather than content is their visibility problem, the crawler data is hard to get elsewhere.

#5

Rankscale

Best for: startups that want pay-per-check flexibility

Visit rankscale.ai

Rankscale is the budget experimenter's pick. The Essentials plan starts around $20 a month on a credit model, where each engine query typically costs 0.25 credits per engine per prompt, and prompts can run hourly, daily, weekly, or monthly. That makes it cheap to test AI visibility tracking before committing to a heavier platform, and the Pro plan at $99 a month adds white-label dashboards, an API, and unlimited seats.

The credit system is both the appeal and the homework. You need to model how many prompts, engines, and check frequencies you will run, or costs drift. Rankscale is also firmly a monitoring tool: it shows where you stand and benchmarks competitors, but the guidance on what to change is thinner than on platforms with built-in optimization. For startups and small SEO teams, though, the low entry price and hourly tracking options are genuinely useful.

#6

Brandlight

Best for: Fortune 500 teams that want an execution partner

Visit brandlight.ai

Brandlight plays a different game from the self-serve tools on this list. It is a sales-led enterprise platform, reportedly used by large consumer brands, that pairs deep visibility tracking across 13 engines with an execution layer: the findings arrive with a plan to act on them, which is the main thing smaller tools leave to your team. Pricing is quote-only, starting with a paid three-month pilot, and third-party estimates put it in the low-to-mid four figures per month.

That positioning is also its limitation. There is no way to evaluate it alone this week, and the deployment is heavyweight by design. For a global brand with PR, governance, and board-level reporting requirements, Brandlight is one of the few options built for that reality. For everyone else, the self-serve tools above deliver the core tracking at a fraction of the cost and commitment.

#7

Goodie

Best for: brands that want tracking wired to optimization actions

Visit higoodie.com

Goodie positions itself as a closed-loop AEO platform rather than a pure tracker: it monitors visibility, then its agentic action layer and AEO Content Writer turn findings into content changes, with revenue attribution through Google Analytics to close the loop. It covers up to 11 engines, and it is one of the few tools with SKU-level visibility inside AI shopping surfaces like Amazon Rufus, ChatGPT Shopping, and Walmart Sparky, which matters for ecommerce brands.

The entry price of $399 a month for the Explorer plan (100 prompts, three engines) is steep for tracking alone, and the limits bite: no data export until the Team tier, no API until Enterprise, and only three months of historical data on lower plans. Goodie makes sense if you want one system to measure, optimize, and prove ROI, and you have the budget to match. If you only need to know where you stand, cheaper tools do that part.

#8

AthenaHQ

Best for: teams that want to test with their own data first

Visit athenahq.ai

AthenaHQ wins on try-before-you-buy. Its free Essential plan includes a $25 credit and 300 credits across ChatGPT, Perplexity, AI Overviews, Gemini, and Copilot, so you can run real tracking with your own prompts before any budget conversation. Paid plans start at $295 a month for the Starter tier with 3,600 credits and visibility across 11 models.

Credits are the thing to read carefully: one credit equals one AI response, and the plans page does not spell out whether the free credit renews or how often prompts run, so ask before relying on it. At $295 a month entry, paid AthenaHQ is priced for teams that are already convinced AI visibility matters. But as a way to arrive at your first budget meeting with your own data in hand, the free tier is the most generous on-ramp in this category.

#9

SE Ranking

Best for: SEO teams that want AI Overviews inside their existing suite

Visit seranking.com

SE Ranking is not a dedicated AI visibility platform, and that is exactly its appeal. Its AI Search Toolkit tracks brand mentions and citations across AI Overviews, AI Mode, ChatGPT, Gemini, and Perplexity, reading responses as a real user would see them, inside the same subscription as rank tracking, site audits, and backlink analysis. The Essential plan starts at $52 a month billed annually ($65 monthly), with a free checker that allows five checks a day and a 14-day trial with no card.

The limitation is scope. This is meaningfully more Google-centric than the dedicated tools above: it covers AI Overviews and AI Mode well but does not go as deep on Claude, Copilot, or Meta AI. For small businesses and agencies already paying for SE Ranking, though, it removes the need for a second platform entirely, and the marginal cost of AI tracking is near zero.