17 guides
Reviews
Tool reviews with the trade-offs left in. A review that lists only strengths is an ad.
How to read this section
- 1What the tool measures, and what it cannot tell you.
- 2Pricing structure and where the cost surprises are.
- 3Who it fits, and who should look elsewhere.
Reviews
Conductor AI Search Pricing: Credits and Quote Questions
Conductor publishes plan allowances but no dollar price. Understand annual AI credits, size a monitoring workload and request a comparable enterprise quote.
Oct 5, 2026 · 7 min read
Reviews
BrightEdge AI Catalyst Pricing: What Buyers Must Verify
AI Catalyst has no public dollar price. Check BrightEdge entitlements, quote scope, answer exports and the difference between bundled access and capacity.
Oct 5, 2026 · 7 min read
Reviews
Adobe Brand Visibility Pricing: LLM Optimizer Buyers Guide
Adobe Brand Visibility replaced LLM Optimizer for new sales. Check current quote requirements, existing-customer access, CDN deployment and pilot scope.
Oct 5, 2026 · 7 min read
Reviews
Semrush AI Toolkit: What It Is and When to Skip It
Semrush's AI Visibility Toolkit costs $99 a month per domain for 25 tracked prompts. What it measures, what it adds up to, and who should skip it (Oct 2026).
Oct 3, 2026 · 6 min read
Reviews
Scrunch AI: What It Is, Features, Price and Fit (2026)
Is Scrunch AI legitimate, what does it do, and what does it cost? Verified facts from Scrunch's own pages and Sitecore's release, checked October 2026.
Oct 3, 2026 · 6 min read
Reviews
Rankscale AI Explained: Features, Plans, What to Check
Rankscale AI is a credit-based AI visibility tracker from $20 to $780 a month. What its public docs say, what credits really cost, and what to check.
Oct 3, 2026 · 6 min read
Reviews
Profound AI (2026): Features, Ease of Use, Trial and Fit
A documentation-based look at Profound as of October 2026: what it does, how hard it is to set up, what it costs, and who should skip it.
Oct 3, 2026 · 6 min read
Reviews
Profound Pricing (2026): Free Trial, Custom Quote, Real Cost
Profound pricing as of Oct 3, 2026: a free 7-day Trial, quote-only Enterprise, agency add-ons at $399. Annual math and whether it fits a small business.
Oct 3, 2026 · 6 min read
Reviews
Peec AI: Features, Cost and Who It Fits (2026)
What Peec AI does, what it costs ($95–$495 a month, Oct 2026) and who should buy it. A documentation-based guide with pros, cons and alternatives.
Oct 3, 2026 · 6 min read
Reviews
Peec AI Pricing (2026): Plans, Real Cost, and Is It Worth It?
Peec AI costs $95–$495 a month for brands and $245–$795 for agencies (checked Oct 3, 2026). Plan limits, cost per prompt, add-ons, and who should skip it.
Oct 3, 2026 · 6 min read
Reviews
Otterly.AI (2026): Features, Plans and Fit From Public Docs
Otterly.AI tracks seven AI engines daily and costs $29, $189 or $489 a month. What it does, where it falls short, and who should buy it (Oct 2026).
Oct 3, 2026 · 6 min read
Reviews
Otterly.AI Pricing (2026): Plans, Add-Ons, Is It Worth It?
Otterly.AI costs $29, $189 or $489 a month; Gemini, AI Mode and Claude are extra. Real totals, the Lite-to-Standard cliff, and when it's worth paying.
Oct 3, 2026 · 6 min read
Reviews
LLMrefs: Free Plan, $79 Tier and Who It Fits (2026)
LLMrefs has a free account and one $79/month plan (500 prompts, weekly reports). What it publishes, what it doesn't, and who should pay.
Oct 3, 2026 · 6 min read
Reviews
HubSpot AEO Grader: What the Score Means and Misses
HubSpot's AEO Grader is a free one-time check across ChatGPT, Perplexity and Gemini. What its 100-point score measures, what it misses, and when to use it.
Oct 3, 2026 · 6 min read
Reviews
Brandlight AI Explained: Features, Fit, and Demo Questions
Brandlight AI is a quote-only enterprise AI-visibility platform. What its public docs say it does, who it fits, and what to verify in a demo before signing.
Oct 3, 2026 · 6 min read
Reviews
AthenaHQ (2026): Features, Credits, Pricing & Who It Fits
Is AthenaHQ worth it? A documentation-based look at its features, the 300-credit Free plan, $295 Starter credits, overage math and who should skip it.
Oct 3, 2026 · 6 min read
Reviews
Ahrefs Brand Radar: What It Tracks, Costs, and Misses
Ahrefs Brand Radar tracks AI visibility from $199 a month per index, or $50 for custom prompts. What it covers, how checks add up, and where it falls short.
Oct 3, 2026 · 6 min read
See where you actually stand
Run a free audit and find out whether AI names you — or a competitor — when buyers ask.