Which AI visibility tool gives the best value for money?

One of the questions behind AI visibility tools ChatGPT recommends, asked in Google's AI Mode on Mon, Wed, Fri (logged out, from the US, a new chat each time). Kind: budget.

What Google AI Mode recommended, last 28 days

Every answer, newest first

1. Nov 12, 2026 Otterly.AI, LLMrefs, SE Ranking, Peec AI, Ahrefs Brand Radar, Semrush

   Choosing the best value-for-money AI visibility and AEO (Answer Engine Optimization) tool depends heavily on your team size and whether you need lightweight monitoring or deep multi-engine tracking. The 10 best AI visibility tools in 2026 (and what they're actually

   Evaluated across price, engine coverage, and daily/weekly refresh frequency, the top value contenders stand out in distinct categories:

   Top Value Picks by Use Case

   1. Best Cheap Starting Point: Otterly.AI
      • Why it wins: Ideal for lean teams or individuals who want to test the waters without committing to a enterprise price tag.
      • Cost / Tier: Under $80/month for entry-level monitoring across core LLM outputs. The 10 best AI visibility tools in 2026 (and what they're actually
   2. Best Engine Coverage for the Price: LLMrefs
      • Why it wins: Punches well above its weight class if your priority is broad coverage across multiple conversational engines and AI search models on a budget.
      • Cost / Tier: Sub-$80/month range, making it a strong alternative to pricier standalone suites. The 10 best AI visibility tools in 2026 (and what they're actually
   3. Best for Agencies & Cost-Per-Client: SE Visible by SE Ranking
      • Why it wins: If you are running an agency, tracking multiple client brands across 5+ engines with frequent daily updates without blowing up overhead is crucial.
      • Cost / Tier: Around $99/month for a generous volume of daily queries across major AI platforms. rankability.com The 10 best AI visibility tools in 2026 (and what they're actually
   4. Best Mid-Market All-Rounder: Peec AI
      • Why it wins: Widely regarded as the most balanced mid-market tracker for growing brands that need reliable sentiment analysis, share-of-voice metrics, and historical tracking.
      • Cost / Tier: Mid-tier pricing scaled for brands moving past basic testing. The 10 best AI visibility tools in 2026 (and what they're actually
   5. The "Already Paying For It" Hack: Ahrefs Brand Radar or Semrush AI Visibility Toolkit
      • Why it wins: If your marketing stack already includes Ahrefs or Semrush, using their native AI tracking modules usually offers the best marginal value because you aren't adding a brand-new SaaS subscription to your monthly burn. The 10 best AI visibility tools in 2026 (and what they're actually

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   Quick Comparison Matrix

   Tool	Starting Price (Approx.)	Best Suited For	Key Strength
   Otterly.AI	< $80/mo	Freelancers, small teams	Low barrier to entry
   LLMrefs	< $80/mo	Budget-conscious teams	Multi-engine coverage
   SE Visible	~$99/mo	Agencies	High daily query volume
   Peec AI	Mid-tier	Growing brands	Balanced share-of-voice & sentiment
   Ahrefs / Semrush	Bundled / Add-on	Existing subscribers	Zero extra tool bloat

   To help narrow this down:

   • Are you tracking this for a single brand/company or managing multiple clients in an agency?
   • Which specific AI engines matter most to you right now (e.g., ChatGPT, Perplexity, Google AI Overviews, Claude)?

   Sources shortlist.iorankability.com

Who made this: Askadia makes an AI visibility tracker. We publish Google AI Mode's answers as they came; no product pays to be listed or can opt out.