The AI Visibility Tool Landscape
The market for AI search optimization is growing fast. Otterly, Profound, Goodie AI, Search Atlas, Evertune — the list keeps growing. They all market themselves as "AI visibility" tools. And they're all doing the same thing: monitoring what AI systems say about you. They track citations, measure share of voice, alert you when rankings change.
AIVerdict does something different. The CORE + AURA framework scores both layers in one audit: CORE looks at your site from AI's perspective — can crawlers reach it, render it, and extract structured answers? AURA runs live brand-blind probes against ChatGPT, Gemini, and Perplexity to measure how often you appear, where you rank, how AI describes you, and which sources it cites. Each of the 10 dimensions has a concrete fix attached.
Think of it like health: monitoring tools are the blood pressure cuff — they track symptoms over time and alert you to changes. AIVerdict is the full diagnostic scan — it identifies root causes (CORE) and measures the symptom layer (AURA) in the same audit, so you know exactly what to fix and why your visibility is what it is. Both matter, but most tools only do one half.
How Each Tool Works
Otterly.ai — AI Search Monitoring
Otterly.ai is a focused AI search monitoring platform that tracks your brand's visibility across AI-generated responses. It monitors six major AI platforms including ChatGPT, Perplexity, Google AI Overviews, Gemini, Claude, and Meta AI.
- Weekly monitoring of citations, mentions, and link positions across AI platforms
- GEO audit with Brand SWOT analysis that evaluates your competitive positioning in AI responses
- Workspace management for agencies and teams handling multiple brands
- Prompt tracking — define the queries that matter to your business and monitor how AI responds to them over time
Pricing: $29/mo for 15 tracked prompts, $189/mo for 100 prompts, $489/mo for 400 prompts.
Best for: Brands and marketers who want to track whether AI systems are mentioning them over time, with clean weekly reporting on citation trends.
Profound — Enterprise AI Intelligence
Profound is an enterprise-grade AI visibility analytics platform that has quickly become one of the most well-funded players in the space. The company recently raised $96M at a $1B valuation and reports that over 10% of Fortune 500 companies use their platform.
- 10+ AI platform coverage with enterprise-grade analytics and competitive benchmarking
- Sentiment analysis — not just whether AI mentions you, but how it talks about you
- AI agents that can auto-execute optimization tasks based on analytics insights
- Share of voice tracking against competitors across AI platforms
Pricing: $99/mo for ChatGPT-only tracking, $399/mo for Growth (multi-platform), and custom Enterprise pricing.
Best for: Large enterprises with dedicated AI search teams that need competitive intelligence, sentiment tracking, and the ability to act on insights at scale.
Goodie AI — GEO Platform
Goodie AI positions itself as a comprehensive Generative Engine Optimization (GEO) platform with the broadest AI model coverage in the market. It goes beyond monitoring to include content creation and eCommerce-specific optimization.
- 11+ AI model monitoring — the broadest coverage of any tool in this comparison, including niche and emerging AI platforms
- Content optimization hub and AEO (Answer Engine Optimization) content writer that helps create AI-friendly content
- Agentic Commerce Optimizer for eCommerce brands, covering AI shopping assistants like Amazon Rufus and Google Shopping AI
- Traffic attribution that connects AI impressions to actual website visits and revenue
Pricing: Free initial audit, with custom enterprise plans starting from $495/mo.
Best for: eCommerce brands and enterprises that need AI-optimized content creation alongside monitoring, particularly those selling through AI shopping assistants.
Search Atlas — AI SEO Suite
Search Atlas takes a different approach by embedding AI visibility tracking into a full SEO platform. Rather than being a standalone AI tool, it adds LLM visibility features to a comprehensive suite that already includes keyword research, content generation, and technical SEO.
- OTTO AI autopilot agent that can automatically implement SEO changes on your site
- LLM visibility tracking as one feature among many in the platform
- Keyword research, content generation, and Google Ads automation in the same dashboard
- Google Business Profile optimization for local businesses
Pricing: From $99/mo for the full platform.
Best for: Teams that want an all-in-one SEO and AI platform without managing multiple subscriptions. Especially useful if you're already looking for a traditional SEO tool and want AI features included.
AIVerdict — CORE + AURA
AIVerdict is built around the CORE + AURA framework — 10 dimensions plus a Risk modifier that answer two questions in one audit: Can AI systems find, read, and extract from your site? (CORE) and What do they actually say about you on real queries? (AURA). It runs the diagnostic and the brand-blind probes, so the fix plan ties site-side issues to offsite outcomes.
- 10-dimension audit — 5 CORE (Training Access, Agent Access, Content Quality, Answerability, Extractability) + 5 AURA (AI Brand Recognition, Share of Voice, Citation Depth, Alignment, Competitive Rank), with a Risk subtractor for controversies and trust issues
- Live brand-blind probes against ChatGPT, Gemini, and Perplexity — the AURA half measures how AI systems describe, cite, rank, and recommend your brand on category-defining queries you'd actually be asked
- Live-agent fetch diagnostics — flags the infrastructure-level reasons real-time AI fetches (ChatGPT browse, Perplexity, Gemini) silently fail on your site, separately from whether training crawlers can read you
- AI bot directive checking across 10 crawlers: GPTBot, ClaudeBot, PerplexityBot, Google-Extended, Bytespider, CCBot, Applebot, Amazonbot, FacebookBot, and Cohere
- Per-dimension fix plan with score-impact estimates and prioritized recommendations — CSV export, white-label PDF, scheduled bundle monitoring
Pricing: Pay-per-audit, no subscription. Free access check (Training Access + Agent Access). Single audit: $29. 5-pack: $99. 20-pack: $299. 100-pack: $999. Every paid audit unlocks all 10 dimensions, the fix plan, white-label PDF, and 90-day re-audits.
Best for: SEO agencies auditing client sites, in-house teams that need to know why AI systems are or aren't recommending their site, and anyone who wants the diagnostic and the offsite probe in a single $29 audit instead of stacking a monitoring subscription on top of an audit tool.
Feature Comparison
| AIVerdict | Otterly.ai | Profound | Goodie AI | Search Atlas | |
|---|---|---|---|---|---|
| Core approach | CORE + AURA audit | AI response monitoring | Enterprise analytics | GEO platform | SEO suite + AI |
| What it answers | "Can AI see me, and what does it say?" | "Is AI mentioning me?" | "How visible am I across AI?" | "How do I optimize for AI?" | "All-in-one SEO + AI" |
| AI platforms probed | 3 (ChatGPT, Gemini, Perplexity) | 6 | 10+ | 11+ | LLM tracking |
| Technical site audit | Deep (13 checks, JS detection) | — | — | — | Basic |
| AURA offsite signals | 5 dims + Risk modifier | Citations only | Competitive intel | Citations | — |
| Content analysis | LLM-based semantic + per-page reviewer | — | Sentiment analysis | Content writer | AI content gen |
| Answerability scoring | FAQ / table / definition / how-to | — | — | — | — |
| JS rendering detection | Per-page rawRatio | — | — | — | — |
| White-label PDF | Every paid audit | — | Enterprise | — | — |
| Scheduled drift tracking | 5-pack & up (90-day re-audits) | Weekly tracking | Real-time | Monitoring | Alerts |
| Pricing model | Pay-per-audit (no subscription) | Subscription | Subscription | Subscription | Subscription |
| Entry price | Free CORE / $29 single audit | $29/mo | $99/mo | $495/mo | $99/mo |
| Target audience | SEO agencies, founders, in-house teams | Brands & marketers | Enterprise | Enterprise / eCom | Agencies |
Diagnosis + Symptom Layer in One Audit
The other tools above are pure-monitoring — they tell you what AI is saying but not why. AIVerdict folds both layers into a single audit:
- CORE diagnoses your site's AI readiness. Are you blocking AI crawlers? Is content locked behind JavaScript rendering? Do you have entity definitions and structured data AI can parse? Are pages answerable — can AI extract direct quotes, lists, and facts?
- AURA measures what AI actually says. Live brand-blind probes against ChatGPT, Gemini, and Perplexity score Share of Voice, AI Brand Recognition, Citation Depth, Alignment, and Competitive Rank on the queries your buyers would ask. Risk subtracts when controversies surface.
- The fix plan ties them together. Each AURA gap is mapped back to a CORE dimension you can act on. Re-audit at $29 to verify the fix moved the offsite needle, or add scheduled drift checks via a pack.
Pure-monitoring tools tell you "AI isn't mentioning you" without explaining why — you see your competitor cited in ChatGPT but have no actionable path. Pure-audit tools tell you "your robots.txt is blocking GPTBot" but never measure whether fixing it changed anything offsite. AIVerdict does both in one $29 audit.
That said, dedicated monitoring stacks (Otterly, Profound, Goodie) still have a role for enterprises tracking dozens of competitor brands across 11+ AI platforms in real time. AIVerdict is the diagnostic + 90-day drift layer; monitoring tools are the daily-cadence layer for teams that need it.
How to Choose
The right tool depends on where you are in your AI optimization journey and what problem you're trying to solve right now:
- You're an SEO agency auditing client sites — Start with AIVerdict. Run a $29 audit per client (or buy a 20-pack at $14.95/audit), deliver the white-label PDF that explains exactly what needs fixing, and re-audit at 90 days to prove the offsite needle moved. Add Otterly or Profound later when clients want daily-cadence monitoring.
- You're an enterprise brand tracking AI mentions — Profound or Otterly are stronger for daily-cadence multi-brand monitoring across 10+ AI platforms. Add AIVerdict when you need to understand why you're not being mentioned or when a competitor outranks you and you need a fix plan instead of another chart.
- You're an eCommerce brand — Goodie AI has the strongest eCommerce-specific features, especially for AI shopping assistants like Amazon Rufus. Use AIVerdict's CORE+AURA audit to verify AI crawlers can actually access your product pages, that your ItemList schema is parseable, and how AI describes your category positioning.
- You want one tool for everything — Search Atlas covers the most ground by combining traditional SEO with AI visibility features, though with less depth in any one area. It's a pragmatic choice if you want a single subscription.
- You're budget-conscious — AIVerdict's free access check costs $0 and tells you if AI can reach your site at all. The full 10-dimension audit is $29 once, no recurring charge. That's a fraction of any monitoring subscription — and you keep the result, the PDF, and the fix plan.