Key Takeaways
- Promptwatch is an optimization platform: content gap analysis, a Content Agent that publishes to your CMS, the Action Board and page-level tracking. Quno.ai's public site describes monitoring and analysis.
- Promptwatch has IP-verified AI crawler logs and visitor analytics. I found neither on Quno.ai.
- Pricing is transparent at Promptwatch ($95, $245, $579 per month, 7-day trial). Quno.ai publishes no plans, so you have to email or book a demo.
- Quno.ai is part of a wider brand-research suite (Brand Tracking surveys and an AI Interviewer), which Promptwatch does not do.
- Despite the directory tagline, I could not find an AI writer on Quno.ai's live site. Promptwatch writes and publishes articles.
- Quno.ai has almost no public reviews. Promptwatch has a 4.7/5 rating on G2 and 1,840+ customers, including Duolingo, Yelp and Typeform.
Overview
Promptwatch is an AI Search Visibility and GEO platform. It tracks how your brand appears in ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Copilot, Alexa and others by scraping the real user interfaces, not only APIs. That matters because user-facing answers and citations often differ from API output. On top of tracking sits the part most competitors skip: Content Gap Analysis, the Content Agent, the Action Board, crawler logs and visitor analytics. It is VC-funded, and the company says it has analyzed 4.5 billion+ citations, clicks and prompts.
Quno.ai is a smaller product with a different shape. Its AI Brand Tracker gives you a Brand Visibility Score, Competitive Analysis, Qualitative Analysis (how AI describes your brand across topics and audiences) and Prompt Analysis, with custom prompt management. It sits inside a Brand Marketing Suite alongside Brand Tracking (recurring audience pulses on awareness and sentiment) and an AI Interviewer for AI-led qualitative research. The directory blurb mentions an AI-SEO writer. I could not find one on the site, so I would not buy on that assumption.
Side-by-side comparison
| Feature | Promptwatch | Quno.ai |
|---|---|---|
| Core focus | End-to-end GEO: track, fix, measure | AI brand tracking and perception |
| Public pricing | Yes, from $95/mo | No, on request |
| Free option | Free Explore tier plus 7-day trial | 'Get Started For Free' CTA via email |
| Prompt tracking | Volumes, difficulty, query fan-outs | Custom prompt library |
| Model coverage | 9+ live UIs plus API models | Logos shown, +10, no list |
| Brand visibility metrics | Visibility Score, Share of Voice, Position, Sentiment | Brand Visibility Score, qualitative analysis |
| Content creation | Content Agent, AEO articles, Content Refresh | Not found |
| CMS publishing | WordPress, Webflow, Framer | Not found |
| AI crawler logs | Yes, IP-verified (Professional+) | Not found |
| Visitor analytics | Yes, AI traffic and conversions | Not found |
| Reddit, YouTube, LinkedIn citations | Dedicated reports | Not found |
| Survey and interview research | No | Yes (Brand Tracking, AI Interviewer) |
| API / MCP | REST API v2, MCP server with 110+ tools | API reported on Enterprise |
| Independent reviews | 4.7/5 on G2, multiple third-party reviews | Few public reviews |
Head-to-head deep-dive
Monitoring and prompt tracking
Both tools let you control the prompts you track. Quno.ai's pitch is simple: pick prompts, watch frequency and framing over time, benchmark against competitors. That is fine if all you want is a scorecard.
Promptwatch goes further on the inputs. Each prompt carries a monthly volume, a difficulty score and the query fan-out, meaning the exact web searches the AI runs behind the answer. You can track by country, and by state or city on Business. Prompt Explorer also suggests prompts from Search Console, People Also Ask and your own pages, so you are not guessing what to track.
| Capability | Promptwatch | Quno.ai |
|---|---|---|
| Custom prompts | Yes | Yes |
| Prompt volume and difficulty | Yes | Not shown |
| Query fan-outs | Yes | Not shown |
| Personas | Yes, with persona stacking | Audience and context segments |
| Geo tracking | Country, state, city | Not shown |
Verdict: Promptwatch, clearly. Quno.ai is adequate for a basic scorecard.
Understanding how AI describes your brand
This is where Quno.ai is most competitive. Its Qualitative Analysis is built around what AI says about you across topics, contexts and audiences, and the wider suite lets you compare that with what real people say through Brand Tracking surveys. For a brand team that cares about perception more than traffic, that pairing is interesting.
Promptwatch covers sentiment too: a 0-100 sentiment score, weekly AI summaries, and heatmaps comparing brands, models, topics or countries. It will not run human surveys, though.
Verdict: roughly even on AI perception. Quno.ai wins if you want human research next to it.
Content and optimization
This is the biggest gap. Promptwatch finds the questions none of your pages answer (Content Gap Analysis), then the Content Agent plans, writes and publishes to WordPress, Webflow or Framer on a schedule, with a review inbox if you want a human gate. Content Refresh shows git-diff-style edits to existing pages. The Action Board turns all of it into a prioritized to-do list. Published pages are then tracked for crawls, citations and clicks, and underperformers come back as new actions.
Quno.ai's live site shows nothing comparable. If you were drawn by an 'AI writer' description, ask them about it in a demo before committing.
Verdict: Promptwatch, by a wide margin.
Crawler data and traffic attribution
| Capability | Promptwatch | Quno.ai |
|---|---|---|
| AI crawler logs | IP-verified GPTBot, ClaudeBot, PerplexityBot and more | Not found |
| Spoofed bot filtering | Yes | n/a |
| Visitor analytics | AI traffic and conversions | Not found |
| Search Console and Bing data | Yes, per page | Not found |
| Weekly site audit | 21 checks | Not found |
This is the part that answers why you are or are not cited. Mentions without self-citations usually point at a crawlability or content problem, and you can only diagnose that with logs. One caveat: crawler logs start at the Professional plan, so Essential users do not get them. A GEO roundup found Promptwatch the only one of seven tools publishing both crawler logs and human conversion tracking on self-serve plans.
Verdict: Promptwatch. Quno.ai has nothing public here.
Citation sources and off-site channels
Promptwatch classifies citations by content and source type, and has dedicated Reddit, YouTube and LinkedIn reports, plus Offsite Mentions for third-party pages that name you without linking. This matters because sources shift fast. Promptwatch Data found ChatGPT's social citations at just 0.46% while AI Overviews drew 12.2% from social platforms (Sep 28 to Oct 4, 2026), so the right channel depends on the engine. Quno.ai shows no source-level reporting publicly.
Verdict: Promptwatch.
Ease of use and support
Promptwatch's interface is less flashy than some rivals but reviewers call it easy and reliable. Agent Chat lets you ask questions of your live data. Fair warning: Agent Credits are a meter you should model against heavy workflows. Quno.ai is a smaller team with a demo-led sales process. That can mean closer attention, but there is little public evidence either way.
Verdict: Promptwatch on documented experience; Quno.ai is unproven in public.
Pricing comparison
| Plan | Promptwatch | Quno.ai |
|---|---|---|
| Free | Explore: 1 project, 10 prompts, ChatGPT only | 'Get Started For Free' (email), terms unclear |
| Entry | Essential $95/mo: 50 prompts, 6,000 responses | Not published |
| Mid | Professional $245/mo: 150 prompts, 18,000 responses, crawler logs, 5 articles | Not published |
| Top self-serve | Business $579/mo: 350 prompts, 42,000 responses, Content Agent, Ads Radar | Not published |
| Agencies | Kick-off $199/mo, Growth $399/mo, Scale $799/mo | Not published |
| Enterprise | Custom, SSO, managed workflows | Custom, SSO/SAML reported |
Promptwatch gives you a 7-day trial on monthly plans, and annual billing is 12 months for the price of 10. Confirm on promptwatch.com/pricing. One third-party site lists Quno.ai from $9/month, but I could not verify it and the official site does not say so, so ask directly.
Pros and cons
Promptwatch
- Pro: closes the loop from insight to published content to measured result
- Pro: crawler logs, visitor analytics, Search Console and Bing data in one place
- Pro: tracks real UIs, plus Reddit, YouTube, LinkedIn, Shopping and Ads Radar
- Pro: transparent pricing and a free tier
- Con: crawler logs and content tools sit on Professional and above
- Con: Agent Credits need budgeting
- Con: agency plans share one response pool across clients
- Con: no human survey research
Quno.ai
- Pro: focused on how AI portrays your brand, with qualitative analysis
- Pro: surveys and AI-led interviews in the same suite
- Pro: SSO/SAML for enterprise
- Con: no public pricing
- Con: no visible content generation, crawler logs or traffic attribution
- Con: model coverage not specified
- Con: almost no independent reviews
Who should pick which tool
| If you are... | Pick |
|---|---|
| A marketing or SEO team that wants AI visibility to produce revenue | Promptwatch |
| An agency managing multiple clients with white-label reports | Promptwatch |
| A developer-tool company tracking Codex or Claude Code recommendations | Promptwatch |
| A brand or insights team pairing AI perception with human survey research | Quno.ai |
| A buyer who only wants a lightweight scorecard and is happy to negotiate | Quno.ai |
If you want a wider view of the category, the GEO software directory at bestgeosoftware.com lists more options.
Final verdict
Promptwatch is the stronger choice for almost everyone comparing these two: it shows why you are invisible, helps fix it, and measures whether the fix worked, at prices you can see. Quno.ai makes sense only if brand perception research, not optimization, is the job.