The AI-visibility market in 2026 sells three distinct products: tracking tools that measure whether AI assistants mention a business (verified public pricing from $29 to $549 per month), automated content tools that produce optimized pages at volume ($9 to $2,000 per month by throughput), and done-for-you placement services ($2,000 to $12,000 per month, per First Page Sage's published cost breakdown, November 2025). No single category delivers all three functions, and most buyer disappointment traces to purchasing one category while expecting the results of another.
The demand behind this market is documented. 45% of consumers now ask AI assistants for local business recommendations, up from 6% a year earlier (BrightLocal 2026). 51% of B2B buyers start research with AI chatbots more often than with Google, and 69% have switched vendors based on AI guidance (G2 2026). Roughly 60% of searches now end without a click (Bain), while AI-referred visitors convert 54% better than average (Adobe).
AI-visibility trackers run a fixed panel of prompts against assistants — ChatGPT, Google AI Overviews, Perplexity, Copilot and others — on a schedule, then report which brands were mentioned, which sources were cited, and how competitors compare. Verified entry pricing starts at $29 per month for 15 tracked prompts (Otterly.AI pricing page, July 2026).
The metered unit across verified vendors is the tracked prompt. Otterly.AI scales from 15 prompts at $29 to 400 at $489 per month; Surfer includes 25 weekly AI prompts at its $99 tier billed yearly; Writesonic tracks 50 prompts daily at $79 per month on annual billing; AthenaHQ meters by credits, one credit per AI response, at $295 per month for its Starter plan (each vendor's public pricing page, July 2026).
What a tracker cannot do is change the results it reports. It is a measurement instrument: it does not create the third-party articles, reviews, and listings that AI assistants draw answers from, and no tracker subscription includes that labor. Buyers who need movement rather than measurement are buying work — either their own team's hours or a service provider's.
Automated content tools generate articles at volume and price by throughput. Verified examples: Koala lists nine tiers from $9 per month for 15,000 words to $2,000 per month for 10,000,000 words (koala.sh/pricing, July 2026); Writesonic bundles 15 to 50 AI articles per month with prompt tracking at $79 to $399 per month billed annually (writesonic.com/pricing, July 2026).
There is real evidence that content characteristics correlate with AI visibility. Adding quotations raised generative-engine visibility by roughly 41%, statistics by 33%, and cited sources by 28% in controlled testing (Aggarwal et al., KDD 2024). Freshness also matters: content under three months old averages 6 AI citations versus 3.9 for pages two or more years old (SE Ranking, 2025).
What no on-site generator can produce is the off-site record — the review profiles, comparison articles, directory listings, and press mentions on other domains that assistants cite as sources. Publishing more pages on a business's own site is one input among several; it is not a substitute for third-party corroboration, which requires outreach and placement work these tools do not perform.
Done-for-you providers sell the full workflow: prompt research, content, third-party placements, reviews, and reporting. Most firms in this category quote privately rather than publishing rates. The most specific published reference located this session is First Page Sage's GEO cost breakdown (November 14, 2025), which describes three tiers: $2,000–$3,000 per month for purchasing low-cost placements on ranking websites, $4,000–$7,000 per month adding one to two list articles at campaign start, and $8,000–$12,000 per month including three to five list articles monthly, reputation management, and PR-driven media coverage.
No provider at any price controls what an AI model says. Deliverables in this category are inputs — placements secured, articles published, citations built — and the defensible sale is documented inputs plus measured before-and-after visibility. A provider promising a specific AI answer or a guaranteed ranking is promising something outside any vendor's control.
Every figure below was retrieved from the named public page on July 23, 2026. Billing basis matters: several vendors display annual-billing rates by default, which are 15–20% below month-to-month rates. Vendors whose public pages did not display retrievable figures at verification time are omitted rather than estimated, and prices change without notice.
| Provider | Category | Published price | Billing basis | Source |
|---|---|---|---|---|
| Otterly.AI | Tracking | $29 / $189 / $489 per month (15 / 100 / 400 prompts, four AI engines) | Monthly; annual roughly 15% lower | otterly.ai/pricing |
| Knowatoa | Tracking | $59 Starter, $199 Growth (seven AI services); Enterprise custom | Monthly; annual available | knowatoa.com/pricing |
| Profound | Tracking | $99 Starter, $399 Growth per month; Enterprise custom | Billed yearly (two months free) | tryprofound.com/pricing |
| AthenaHQ | Tracking | Free entry tier; $295 per month Starter (credit-metered, one credit per AI response) | Monthly; 17% annual discount | athenahq.ai/pricing |
| Scrunch | Tracking | $300 Starter, $500 Growth per month; Enterprise custom | Month-to-month; $250 / $417 on annual | scrunch.com/pricing |
| Semrush | Tracking, bundled in SEO suite | "SEO + AI Search" plans listed $139–$549 per month | Monthly; roughly 17% lower annually | semrush.com/prices |
| Surfer | Tracking plus content suite | $49–$299 per month (25 weekly AI prompts at $99 tier, 100 daily at $299); Enterprise $999 | Billed yearly | surferseo.com/pricing |
| Writesonic | Auto-content plus tracking | $79 / $199 / $399 per month (15 / 25 / 50 AI articles, 50–200 tracked prompts) | Billed annually | writesonic.com/pricing |
| Koala | Auto-content | $9–$2,000 per month across nine tiers (15,000 to 10,000,000 words per month) | Monthly; 20% annual discount | koala.sh/pricing |
| Done-for-you agency market | Placement services | $2,000–$3,000 / $4,000–$7,000 / $8,000–$12,000 per month by service tier | Monthly retainers | First Page Sage GEO cost breakdown, Nov 14, 2025 |
What does AI-visibility tracking cost in 2026? Verified public pricing spans $29 to $549 per month across seven vendors checked this session, with the tracked-prompt count as the main meter: roughly $29–$99 for entry tiers of 15–50 prompts, $189–$500 for mid tiers, and custom enterprise pricing above that (vendor pricing pages, July 23, 2026).
Can automated content tools get a business cited by AI assistants? They improve one input: owned pages, where formatting measurably correlates with visibility (quotations +41%, statistics +33%, cited sources +28%, Aggarwal et al., KDD 2024) and freshness helps (6 versus 3.9 average citations, SE Ranking 2025). They do not create the third-party sources assistants cite, which require separate off-site work.
When is a done-for-you service worth $2,000–$12,000 per month? When the buyer has no internal team to act on tracker data and the provider passes the measurement-rigor questions above — a dated baseline, repeated-run sampling, separated metrics, and asset ownership in writing. The published tier structure in First Page Sage's November 2025 breakdown is a reasonable reference point for what each band should include.
ASN Research is published by ASN Intelligence LLC, an AI-visibility firm. Businesses can see how AI assistants currently describe them with the free scan at asncheck.com.