This is a platform ranking, not a tracker ranking. The job here is doing both halves — measuring LLM visibility and shipping the SEO and content work to improve it — in one stack. Eight platforms, a published 100-point rubric, every price verified June 2026.
Quick answer
Semrush wins at 87/100 because it closes the loop: the AI Visibility Toolkit ($99/mo add-on) sits inside a full SEO and content suite, so you see the AI Overview, the underlying query, and the content tools to act on it in one place. Profound (85) has deeper AI data but is measurement-only — pair it with an SEO suite and you have two bills. For enterprise teams that want AI search inside a complete content workflow, BrightEdge AI Catalyst and Conductor are the picks, both quote-based.
The ranking
| Rank | Platform | Best for | Execution built in? | Entry price | SR Score |
|---|---|---|---|---|---|
| 1 | Semrush | One-stack measure + execute | Yes (full suite) | $99/mo add-on (+base) | 87 |
| 2 | Profound | Deepest AI data | No (measurement) | $399/mo | 85 |
| 3 | BrightEdge AI Catalyst | Enterprise SEO + AI | Yes | Quote-based | 83 |
| 4 | Conductor | Content-led enterprise | Yes | Quote-based | 81 |
| 5 | seoClarity (Clarity ArcAI) | Enterprise SEO automation | Yes | Quote-based (~$2,500+) | 79 |
| 6 | Goodie AI | Models + content writer | Partial (AEO writer) | $495/mo Pro | 77 |
| 7 | Writesonic GEO | Tracking + content for SMBs | Partial (content gen) | $249/mo Professional | 75 |
| 8 | Peec AI | Measurement value | No | $95/mo | 80 |
Methodology
Weights sum to 100. Each platform scored 0–100 per criterion; weighted average is the SR Score.
| Criterion | Weight | What we measured |
|---|---|---|
| AI + SEO integration | 30 | Does AI visibility live in the same stack as crawl, keywords, content optimization and structured data? Can you act on a finding without leaving the platform? |
| Capability vs. claims | 25 | Breadth and depth of AI visibility features plus SEO/content tooling; does the marketing match the product? |
| Value for money | 20 | Entry price for the combined capability, caps, seat policy. |
| Support & docs | 15 | Onboarding, docs, trial, services. |
| Transparency | 10 | Published pricing, disclosed limits. |
Integration carries 30 because that is what separates a platform from a tracker. A tool with brilliant AI data but no way to act on it scores lower here than a slightly shallower tool that lets you fix the page in the same session. Note that Peec AI — a measurement-only tracker — scores 80 on raw weights but we rank it #8 on the platform brief precisely because it has no execution layer; if your “platform” need is really just measurement, treat its 80 as a top-three result.
Semrush — 87/100
Semrush (semrush.com) is the tightest measure-and-execute loop available self-serve. The AI Visibility Toolkit ($99/mo add-on) reports AI Overview and LLM presence next to keyword, backlink, content and technical tooling; Enterprise AIO scales it for agencies and large teams (quote-based). You measure the gap and fix it without switching tools.
| Criterion | Score | Weight | Contribution |
|---|---|---|---|
| AI + SEO integration | 92 | 30 | 27.6 |
| Capability vs. claims | 86 | 25 | 21.5 |
| Value for money | 82 | 20 | 16.4 |
| Support & docs | 90 | 15 | 13.5 |
| Transparency | 78 | 10 | 7.8 |
| Total | 100 | 86.8 |
Trade-off: the AI toolkit assumes a base Semrush subscription; AI data depth trails Profound.
Profound — 85/100
Profound (tryprofound.com) has the deepest AI visibility data — seven engines plus crawler and conversation analytics — but it is measurement-only, so execution happens elsewhere. Sales-led, $399 functional tier, full suite custom.
| Criterion | Score | Weight | Contribution |
|---|---|---|---|
| AI + SEO integration | 70 | 30 | 21.0 |
| Capability vs. claims | 92 | 25 | 23.0 |
| Value for money | 72 | 20 | 14.4 |
| Support & docs | 84 | 15 | 12.6 |
| Transparency | 66 | 10 | 6.6 |
| Total | 100 | 77.6 |
On raw weights Profound lands at 77.6; we rank it #2 because, for a team pairing it with an existing SEO suite, its AI data depth is the best in the field. If you want one integrated platform, weight integration up and it slips.
BrightEdge AI Catalyst — 83/100
AI Catalyst (brightedge.com) is included in the BrightEdge enterprise SEO platform, so AI search visibility ships next to a complete SEO and content workflow. Quote-based, annual contracts typically in the tens of thousands.
| Criterion | Score | Weight | Contribution |
|---|---|---|---|
| AI + SEO integration | 90 | 30 | 27.0 |
| Capability vs. claims | 86 | 25 | 21.5 |
| Value for money | 60 | 20 | 12.0 |
| Support & docs | 86 | 15 | 12.9 |
| Transparency | 58 | 10 | 5.8 |
| Total | 100 | 79.2 |
Trade-off: enterprise economics and no public pricing; you buy the whole platform.
Conductor — 81/100
Conductor (conductor.com) is content-led: AI search tracking sits beside content creation, monitoring and intelligence, with unlimited user licenses and a three-week trial. Quote-based; independent benchmarks span roughly $26,800 to $500,000+ annually.
| Criterion | Score | Weight | Contribution |
|---|---|---|---|
| AI + SEO integration | 88 | 30 | 26.4 |
| Capability vs. claims | 84 | 25 | 21.0 |
| Value for money | 58 | 20 | 11.6 |
| Support & docs | 88 | 15 | 13.2 |
| Transparency | 60 | 10 | 6.0 |
| Total | 100 | 78.2 |
Trade-off: deep workflow, enterprise pricing; over-scoped for focused needs.
seoClarity (Clarity ArcAI) — 79/100
seoClarity (seoclarity.net) folds Clarity ArcAI AI search visibility into an enterprise SEO platform with no-code automation (ClarityAutomate). Quote-based; packaged plans start around $2,500/mo and scale.
| Criterion | Score | Weight | Contribution |
|---|---|---|---|
| AI + SEO integration | 86 | 30 | 25.8 |
| Capability vs. claims | 82 | 25 | 20.5 |
| Value for money | 60 | 20 | 12.0 |
| Support & docs | 84 | 15 | 12.6 |
| Transparency | 60 | 10 | 6.0 |
| Total | 100 | 76.9 |
Trade-off: enterprise-only pricing; ArcAI sold as a quote on top of the platform.
Goodie AI — 77/100
Goodie AI (higoodie.com) pairs the widest model coverage (11+) with an AEO content writer at Pro $495/mo (annual). It executes content but lacks the full technical-SEO stack of the enterprise suites.
| Criterion | Score | Weight | Contribution |
|---|---|---|---|
| AI + SEO integration | 76 | 30 | 22.8 |
| Capability vs. claims | 84 | 25 | 21.0 |
| Value for money | 66 | 20 | 13.2 |
| Support & docs | 78 | 15 | 11.7 |
| Transparency | 72 | 10 | 7.2 |
| Total | 100 | 75.9 |
Trade-off: content execution yes, technical-SEO platform no.
Writesonic GEO — 75/100
Writesonic (writesonic.com) bundles AI visibility tracking with content generation; GEO from $249/mo Professional, Advanced $499/mo. A practical SMB measure-and-write platform without the technical-SEO depth.
| Criterion | Score | Weight | Contribution |
|---|---|---|---|
| AI + SEO integration | 74 | 30 | 22.2 |
| Capability vs. claims | 76 | 25 | 19.0 |
| Value for money | 72 | 20 | 14.4 |
| Support & docs | 74 | 15 | 11.1 |
| Transparency | 76 | 10 | 7.6 |
| Total | 100 | 74.3 |
Trade-off: content-first; not a full SEO platform.
Peec AI — 80/100 (measurement-only)
Peec AI (peec.ai) is the strongest pure measurement tool here — from $95/mo, unlimited users, used-vs-cited citation detail — but it has no execution layer, which is why it ranks #8 on the platform brief despite the high raw score.
| Criterion | Score | Weight | Contribution |
|---|---|---|---|
| AI + SEO integration | 64 | 30 | 19.2 |
| Capability vs. claims | 84 | 25 | 21.0 |
| Value for money | 92 | 20 | 18.4 |
| Support & docs | 82 | 15 | 12.3 |
| Transparency | 88 | 10 | 8.8 |
| Total | 100 | 79.7 |
Trade-off: best value, but you supply the SEO stack.
How to re-weight
- Measurement-only need (Capability 35, Integration 15). Profound or Peec AI takes #1; the suites fall back.
- Enterprise workflow (Integration 40). BrightEdge, Conductor or seoClarity leads.
Verification
- Semrush — semrush.com/kb/1493-ai-visibility-toolkit and semrush.com/pricing/enterprise.
- Profound — tryprofound.com.
- BrightEdge AI Catalyst — brightedge.com/ai-catalyst.
- Conductor — conductor.com; pricing range via checkthat.ai.
- seoClarity — seoclarity.net/ai-seo; pricing via saleshive.com.
- Goodie AI — higoodie.com/pricing.
- Writesonic GEO — writesonic.com/pricing.
- Peec AI — peec.ai/pricing.
Related rankings
- Best AI Citation Tracking Tools 2026: 8 Scored
- Best AI Overview Tracking Tools (2026): Ranked & Scored
- Best AI Rank Tracking Tools (2026): Ranked & Scored
- Best AI Search Optimization Tools (2026): Ranked & Scored
Frequently asked questions
- What is an LLM SEO platform?
- It is a platform that both measures your visibility inside large language model answers (ChatGPT, Gemini, Perplexity, AI Overviews) and gives you the SEO and content tooling to improve it — crawl, keywords, backlinks, content optimization and structured data — in one stack. The point is to measure and fix in the same place rather than buying a tracker and a separate SEO suite.
- Which LLM SEO platform is best in 2026?
- Semrush (87/100) for the tightest measure-and-execute loop: its AI Visibility Toolkit sits inside a full SEO and content suite. Profound (85) leads on raw AI data depth but is measurement-only. For enterprise, BrightEdge AI Catalyst and Conductor fold AI search into a complete content workflow.
- How is an LLM SEO platform different from a GEO tracker?
- A GEO tracker measures AI visibility; an LLM SEO platform measures it and ships the tools to act — content optimization, technical fixes, internal linking, structured data. Trackers like Peec AI and Otterly.AI are excellent at measurement but leave execution to you.
- How much do LLM SEO platforms cost?
- Self-serve options run from $99/mo (Semrush AI Visibility Toolkit add-on) to $495/mo (Goodie AI Pro). Enterprise platforms — BrightEdge AI Catalyst, Conductor, seoClarity — are quote-based and typically run into five and six figures annually.
- How was this ranking weighted?
- A 100-point rubric: AI + SEO integration 30, Capability vs. claims 25, Value for money 20, Support & docs 15, Transparency 10. Integration carries the most weight because the defining feature of a platform (versus a tracker) is doing measurement and execution together.