SEO / AEO

the multiplayer AI platform for growth teams

Multiplayer AI platform for growth teams: AI agent teams for marketing, sales and CX work with people in one shared workspace, with Smriti memory, Karma scoring and autonomy that is earned, not deployed. Solo $29.99 per month ($19.99 on annual billing), Team $299 ($199), Business $1,499 ($999), Enterprise by quote. Credits per month are the unit of agent work; Growth Pods add human experts on Business and Enterprise.

AI-search tools observe a shifting answer environment. A mention, citation, ranking and customer conversion are different events. The useful comparison separates measurement coverage, diagnosis, content production and the ability to implement an approved change. An AEO dashboard is not a complete growth team, but it may supply essential evidence to one.

Open the comparison guides

Best AI visibility tools in 2026: Seven ways to measure and improve how your brand shows up in search and in answer engines like ChatGPT, Claude, Gemini, Perplexity and Grok, grouped by the job each does best.

Three evaluation scenarios for this category. Each names the inputs, the required output and the measure.

Visibility diagnosis with repeatable sampling

Define a buyer-question set before the pilot, segment it by intent and geography, and repeat observations across the engines in scope. Record mentions, citations and answer quality separately. Add neutral and competitor-oriented questions so the exercise does not reward a tool merely for tracking prompts already favorable to the brand.

Measure: coverage, answer variability, citation accuracy and useful diagnostic findings.

Evidence to an approved content change

Choose one material gap and ask the system to explain its source evidence. Request a proposed page revision with factual references, an editorial review and a publication boundary. A marketer should be able to reject the recommendation while preserving the underlying measurement and reasoning.

Measure: accepted recommendations, factual corrections and publishing effort.

Discovery to commercial contribution

Track meaningful website visits and qualified conversions where attribution is technically available, while acknowledging unobservable journeys. Compare the changed pages with similar unchanged pages and note concurrent campaigns. Do not call a short-term visibility movement a causal revenue result without evidence.

Measure: qualified visits, conversions, editorial cost and stability of observed improvement.

The evaluation owner should be the organic growth or content lead. Use qualified discovery and accepted editorial improvements as the business target.