Every claim below is checked against each vendor's public documentation.
llemmy is the only tool in this comparison whose platform can run on your own infrastructure: your prompts, competitive data and keys stay with you, while tracking still runs against the live AI engines. Every competitor here is cloud-only SaaS.
On self-hosted deployments, point token-hungry generation work (content briefs, suggestions, drafts) at a local Ollama model instead of a frontier API and keep that spend flat. Tracking always runs against the engines buyers actually use; the local option is a cost lever, not a measurement claim.
Most competitors meter prompt runs or sell credits that create budget anxiety and tier creep. llemmy prices plan capacity instead: your tracked prompts refresh daily without burning credits, so costs stay predictable as you scale.
Every visibility, share-of-voice and sentiment figure carries its sample size and a 95% confidence interval, so you know when a move is real and when it is noise. The other tools here report a bare percentage; llemmy shows the math behind it.
A full developer surface on paid tiers: an open API, an MCP server to query your data from any AI client, and HMAC-signed webhooks. Competitors commonly gate the API to top tiers and rarely offer webhooks.
A cookieless on-site tag that measures human visitors arriving from AI answers and attributes revenue to the referring engine, matched against the answers you track, going beyond the crawler-log analytics some rivals offer.
Thin trackers stop at "were you mentioned?" The big SEO suites bolt AI onto a keyword tool. llemmy is built end to end for the AI-search era: measure it honestly, understand why, act through the systems you already run, and prove it moved. Every capability below ships today.
Most tools in this category cover one or two of these columns. The capability-by-capability table below is where the difference gets specific.
Nineteen capabilities, scored conservatively from each vendor's public site and 2026 third-party reviews. Where a vendor's site and reviews disagree, we take the more generous reading. Scroll the table sideways on mobile.
| Capability | llemmy | Peec AI | Semrush | Profound | Conductor | Otterly | Writesonic | AthenaHQ | Scrunch | Rankscale |
|---|---|---|---|---|---|---|---|---|---|---|
| Self-hosting / data ownership | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Local-model generation offload (Ollama) | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Audience-segment (persona) visibility | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ⚠ Ent. | ⚠ | ✗ |
| Campaign / content-effectiveness | ✓ | ✗ | ✗ | ⚠ agents | ⚠ | ✗ | ⚠ | ⚠ | ⚠ | ✗ |
| Sample size + 95% confidence intervals | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ |
| Engine breadth on all paid tiers | ✓ | ⚠ 3 of 7 | ⚠ Claude/Grok Ent. | ⚠ Starter=1 | ✓ 9 | ⚠ 4 + add-ons | ⚠ 3, 10 on Ent. | ✓ 8 | ✓ | ✓ 17+ |
| GSC integration | ✓ | ⚠ Advanced | ✓ | ⚠ Agents | ✓ | ✗ | ✓ | ✓ | ⚠ Looker | ✗ |
| GA4 integration | ✓ | ⚠ Advanced | ✓ | ✓ | ✓ | ⚠ Looker | ✓ | ✓ | ✓ | ✗ |
| WordPress / CMS | ✓ | ✗ | ⚠ SEO plugin | ✓ | ✓ | ✗ | ✓ | ✓ | ✗ | ✗ |
| Open API | ✓ | ⚠ top tier | ⚠ top tier | ⚠ on request | ⚠ AgentStack | ⚠ Standard+ | ✓ | ⚠ paid | ⚠ Ent. | ⚠ Pro+ |
| MCP server | ✓ | ✓ | ⚠ | ✓ | ✓ | ✓ | ✓ | ✗ | ✓ | ✓ |
| Webhooks (signed) | ✓ | ✗ | ✗ | ✗ | ✗ | ⚠ Zapier | ⚠ | ✗ | ⚠ | ✗ |
| AI-traffic attribution (on-site tag) | ✓ | ✗ | ⚠ estimate | ⚠ logs | ⚠ GA4/logs | ✗ | ⚠ logs | ⚠ GA4 | ⚠ GA4 | ✗ |
| Sentiment + cited-source analysis | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Free GEO audit tool | ✓ | ✗ | ✓ | ✓ | ✓ | ✓ | ⚠ trial | ⚠ | ✗ | ✓ |
| No per-run credit metering | ✓ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ✗ | ⚠ soft | ✗ |
| Genuine free tier | ✓ | ⚠ trial | ⚠ core plan | ⚠ trial | ⚠ trial | ⚠ trial | ⚠ trial | ✓ | ⚠ trial | ⚠ $20 |
| Agency / white-label | ✓ multi-project | ⚠ | ⚠ | ⚠ | ⚠ | ⚠ | ⚠ Ent. | ✓ | ✓ | ✓ |
| Entry price (self-serve) | Free → low | ~$95/mo | $99/mo add-on | $99/mo | Enterprise | $29/mo | ~$79/mo | Free / $295 | ~$250/mo | ~$20/mo |
Comparison reflects publicly described features as of July 2026 and is provided for general guidance only. A warning mark flags a capability that exists but is gated to a higher tier, add-on priced, or delivered indirectly (for example through Looker Studio rather than a native integration). Pricing is the lowest published self-serve rate, often billed annually. The GEO category moves quickly, so verify current capabilities and pricing with each vendor.
Peec AI has clean UX, transparent self-serve pricing, unlimited seats and dedicated agency plans, making it the closest direct competitor. llemmy's edge is depth and ownership around the tracking: native GSC and GA4 (Peec's arrive connector-mediated on its Advanced tier), WordPress publishing, audience personas and campaigns, a self-hostable platform, signed webhooks, no per-run credits and a real free tier. Switching is low-friction: llemmy imports Peec's own JSON exports, so your visibility, citation and share-of-voice history carries over instead of starting from a blank graph.
Semrush unifies SEO and GEO with huge distribution, a massive prompt-research database and mature agency reporting. llemmy is a standalone tool with no Semrush subscription tax on top, broader engine families beyond Google and ChatGPT, no low base prompt quota, and self-hosting for teams that need it.
Otterly has the lowest-friction entry at around $29 with a real no-card trial, good citation analysis and per-page GEO audits, plus a modern API, MCP and Claude Skill. llemmy adds native GSC and GA4 depth (Otterly mediates through Looker), more engines without add-ons, no tight prompt quotas, and self-hosting.
Writesonic offers the broadest engines at its top tier, an end-to-end track-to-act loop, a large prompt dataset and solid integrations including GSC, GA4, WordPress and MCP. llemmy is a focused GEO tool rather than a sprawling writer suite, with self-hosting and data ownership, capacity pricing rather than answer-per-day credits, and transparent pricing.
Profound is the enterprise leader, with unique consumer-panel prompt-volume data, deep agent analytics and strong enterprise trust. llemmy is the self-serve and self-hostable alternative at an agency-friendly price, with turnkey GSC, GA4 and WordPress, personas and campaigns, plus MCP and an open API on paid tiers, and a free tier to start.
Conductor folds AI search into a mature enterprise SEO and content platform, with native GSC and GA4, an AgentStack MCP surface and deep content workflows, sold on annual enterprise contracts that typically run into five figures. llemmy reaches the same measure-to-prove loop self-serve: free to start, no per-run credits, a self-hostable platform, audience personas and campaigns, and the AI-referral Tag that ties real human visits and revenue back to the engine, without the commitment.
AthenaHQ tracks 8 engines with strong agentic auto-optimization, revenue attribution via Shopify and GA4, and enterprise governance. llemmy trades the agentic act layer for predictable no-quota pricing instead of credits, self-hosting, an MCP server, WordPress publishing and a lower barrier to entry.
Scrunch has a differentiated Agent Experience Platform, multi-dimensional competitive analysis across persona, topic and geo, a Query and Responses API, MCP and SOC 2 Type II. llemmy adds the GSC and GA4 depth Scrunch lacks, a lower entry price, and a platform you can self-host.
Rankscale covers very broad engines (17 or more) on every tier from a low entry price, with 240-plus regions and languages and credit rollover. llemmy adds GSC, GA4 and WordPress, an MCP server, signed webhooks, self-hosting, and predictable pricing without credit-based unpredictability.
Teams managing many client brands who need white-label-able multi-project workspaces, an open API and MCP for custom reporting, and predictable pricing without per-client credit anxiety.
Enterprises with data-residency requirements who cannot put brand data in a third-party cloud. llemmy's self-hosting is the only option in this set that keeps data on your own infrastructure.
SEO and GEO teams already living in Google Search Console and GA4 who want AI visibility correlated with organic search and real AI-referral traffic, not a siloed AI-only dashboard.
Technical teams who want signed webhooks, an MCP server and an open API to build GEO data directly into their own workflows, plus an optional local-model (Ollama) lever for generation workloads on self-hosted deployments.
Practitioners and webmasters who want a real free tier and a free GEO audit to start, then capacity pricing with no per-run credits as they scale, so the bill does not spike the moment they get serious.
There is no single best tool for everyone, but llemmy is the most comprehensive option in this comparison: it tracks the major AI engine families (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and AI Mode) without per-engine paywalls, is the only tool here whose platform can be self-hosted, and natively integrates Google Search Console, GA4 and WordPress. If you want a massive prompt-volume dataset, Profound, Semrush and Writesonic maintain large corpora. If you want the lowest entry price, Otterly and Rankscale start around 20 to 29 dollars per month. llemmy is the best fit for agencies, data-governance enterprises, GSC and GA4 native SEO teams, developer-led teams and cost-conscious practitioners.
llemmy is a strong Peec AI alternative. Peec has clean UX, transparent self-serve pricing, unlimited seats and dedicated agency plans. llemmy adds the things Peec lacks: native Google Search Console and GA4 integrations, WordPress publishing, a self-hostable platform, signed webhooks, no per-run credits and a genuine free tier. Both offer competitor share of voice and an MCP server, so the choice comes down to whether you need integrations, data ownership and a free tier alongside the tracking. If you do switch, llemmy imports Peec's own JSON exports so your visibility and citation history comes with you.
Among the major GEO tools, llemmy is the only one that can be self-hosted on your own infrastructure. Peec AI, Semrush, Profound, Conductor, Otterly, Writesonic, AthenaHQ, Scrunch and Rankscale are all cloud-only SaaS. If data residency or data governance prevents you from putting prompts, competitive data and keys in a third-party cloud, self-hosted llemmy is the option that fits. Prompt tracking still runs against the live commercial engines; self-hosting changes where your data lives, not what gets measured.
llemmy ships native Google Search Console, GA4 and WordPress integrations. Writesonic and Conductor also cover all three. Semrush has native GSC and GA4 in its core platform, and AthenaHQ offers both. Profound connects GA4 natively and GSC through its Agents. Peec offers GSC and GA4 only through a connector on its Advanced tier, Otterly and Scrunch route analytics through Looker Studio, and Rankscale lacks native GSC or GA4. If correlating AI visibility with organic search and analytics matters, llemmy, Writesonic and Conductor cover all three natively.
Yes. llemmy has a genuine free tier with AI models included and no credit card required, plus a free public GEO audit you can run on any URL. Most competitors offer only a time-limited trial. AthenaHQ has a limited token-based free tier and Rankscale starts around 20 dollars per month. For starting at zero cost, llemmy is the most complete free option here.
llemmy suits agencies that manage many client brands: it offers multi-project workspaces, an open API and MCP server for custom reporting, signed webhooks and predictable pricing with no per-client credit anxiety. Peec AI, Otterly, Scrunch, Rankscale and AthenaHQ also run strong agency motions with white-label reporting, and Peec is known for unlimited seats and dedicated agency plans. Pick llemmy when you also want native GSC and GA4, a self-hostable platform and no per-run credits across your client roster.
Rankscale advertises the most engines, 17 or more on every tier, and AthenaHQ tracks 8. llemmy tracks ChatGPT, Claude, Gemini, Perplexity, Google AI Mode and AI Overviews, with no per-engine paywalls on paid tiers. Many competitors gate full engine breadth behind add-ons or Enterprise plans, so llemmy is notable less for raw count and more for including the major engine families without per-engine upsells.
Profound is the enterprise leader with unique consumer-panel prompt-volume data, deep agent analytics and strong enterprise trust, but it is cloud-only, sales-led and priced from $99 a month for ChatGPT alone. Semrush unifies SEO and GEO with a huge prompt-research database, but the AI toolkit is a paid add-on on a Semrush subscription with low base prompt quotas. Conductor wraps AI search into a mature enterprise SEO and content suite with native GSC and GA4, but it is sold on annual enterprise contracts with no self-serve price. llemmy is the comprehensive, self-serve and self-hostable alternative: the major engine families without per-engine paywalls, turnkey GSC, GA4 and WordPress, audience personas and campaigns, an open API, MCP and webhooks, no per-run credits and a free tier. The trade-off is that llemmy does not maintain a large proprietary prompt-volume corpus.
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