Amplitude adds AI visibility as a feature inside a broad analytics suite. Asva is a dedicated AI visibility and agentic-commerce platform: deeper engine coverage, citation and Reddit intelligence, dark-traffic attribution, and the ability to sell inside AI agents.
Amplitude AI Visibility is a feature within Amplitude's product-analytics platform that reports on how a brand appears in AI-generated answers alongside the product and behavioral data Amplitude already collects.
Amplitude is a product-analytics platform first, and its AI visibility capability is positioned as an extension of that: a way for teams already living in Amplitude to see how their brand shows up in AI answers next to the product and behavioral metrics they track. For an existing Amplitude customer, the appeal is obvious. One tool, one login, and AI visibility becomes another lens on a dashboard the team already trusts.
Asva is built the other way round: AI visibility is the product, and the platform extends from it into attribution and commerce. That shows up as eight AI channels including Grok, Meta AI, and Amazon Rufus; prompt-level responses, citation and Reddit intelligence, sentiment, and regional views; an Intelligence queue that ranks GEO fixes by impact; the DACT resolver, which re-attributes the AI-driven sessions GA4 records as "direct" and reports orders and GMV per platform; and an agentic-commerce layer (ACP checkout, UCP, an MCP server, the Shoppable Funnel widget) that lets AI agents transact against your catalog. Amplitude gives a product-analytics team a view of AI search; Asva gives a marketing, growth, or ecommerce team a system for winning it.
Fourteen criteria, from the monitoring features every tool in this category shares to the attribution and commerce layers that separate a dashboard from a revenue system. A check marks a capability the category does not generally offer.
| Capability | Asva AI | Amplitude AI Visibility |
|---|---|---|
| Primary focus | Full funnel: AI visibility, dark-traffic attribution, and agentic commerce in one platform | Product analytics suite with an AI visibility feature |
| AI engines monitored | ChatGPT, Perplexity, Gemini and Google AI Mode, Microsoft Copilot, Grok, Meta AI, Amazon Rufus | Major AI engines; coverage varies by plan |
| Prompt-level tracking | Yes: the prompts that trigger mentions, with the full AI response captured | Yes, standard for the category |
| Citation and source tracking | Yes: which URLs and domains each engine cites for your topics | Yes, standard for the category |
| Share of voice vs competitors | Yes: leaderboard, platform breakdown, topic ranking | Yes, standard for the category |
| Sentiment analysis | Yes, per platform and per topic | Varies by vendor |
| AI shopping visibility (ChatGPT shopping, Rufus) | Yes: product-level visibility inside AI shopping surfaces | Varies by vendor |
| Free tier to start | Yes: free AI visibility scan, no sales call required | Amplitude offers a free analytics tier; AI visibility availability varies by plan |
| Free public tools (no signup) | 8+ tools: JSON-LD generator, robots.txt AI-crawler check, llms.txt generator, agentic toolkit | — |
| Dark AI traffic attribution (GA4 "direct" to AI) | DACT resolver: re-attributes sessions, orders, and GMV per AI platform | — |
| Agentic commerce (sell inside AI agents) | ACP checkout, UCP, MCP server, and the Shoppable Funnel widget | — |
| Reddit citation intelligence | Subreddit monitoring for the threads AI engines cite | — |
| Content optimization | Intelligence queue with one-click fixes plus brand-kit content generation | Varies by vendor |
| Agency and white-label reporting | Yes, on agency plans | Varies by vendor |
Comparison reflects each platform's publicly available positioning as of September 2026 and highlights Asva's differentiators. Rows marked "varies" are category-level; verify current features and plans with each vendor.
You want a dedicated AI visibility platform with deeper engine coverage, citation and Reddit intelligence, dark-traffic attribution, and agentic commerce, and you do not want to adopt a full analytics suite to get it.
You are an existing Amplitude customer whose only requirement is a summary view of AI visibility alongside product analytics, and you have no need for attribution of AI traffic, on-site fixes, or commerce inside AI.
The reasons that come up most often in evaluations, each tied to a specific capability rather than a general claim.
AI visibility is the whole product: prompt-level detail, citations, sentiment, regional views, and eight AI channels rather than a summary panel.
Asva runs alongside any analytics stack. You do not need to adopt or migrate to a product-analytics platform to get AI visibility.
The DACT resolver re-attributes GA4 "direct" sessions to ChatGPT, Gemini, and Perplexity with confidence scores, reporting orders and GMV per platform.
ACP checkout, UCP, MCP, and the Shoppable Funnel widget let AI agents buy from your catalog, a layer an analytics suite does not provide.
A free AI visibility scan and eight-plus free public tools, with no sales call, before any commitment.
Track the subreddits AI engines cite and your product-level visibility in ChatGPT shopping and Amazon Rufus.
Teams looking for an Amplitude AI visibility alternative are usually either not Amplitude customers and do not want to adopt a full analytics suite to get AI visibility, or they are customers who need more depth than a feature inside a general-purpose platform provides. Asva serves both: it is a dedicated AI visibility platform with a free scan and free public tools, and it works alongside whatever analytics stack you already run. The comparisons on this page cover the dedicated AI visibility tools in the category, and our ranked list of AI visibility tools sets out the trade-offs.
The shortlist question for Amplitude is whether AI visibility is a lens on product analytics or a channel that needs its own system. If your team lives in Amplitude and wants a summary view, the feature may be enough. If AI search is becoming a meaningful source of demand, ask for prompt-level responses, citation detail, engine coverage including shopping surfaces, a fix queue, and attribution of AI-driven sessions to orders. Those are dedicated-platform capabilities, and Asva provides them without replacing the analytics stack you already have. The free scan gives you a first read of your AI visibility that you can put next to your Amplitude dashboards today.
Full-funnel alternative
Visibility across eight AI channels, DACT attribution, and agentic commerce in one platform. Run the free scan or see pricing.
Monitoring-first alternatives
We compare every other platform in this category head to head. Start with the best AI visibility tools or jump to a specific comparison below.
Moving between AI visibility platforms is lighter than a traditional analytics migration because the inputs are prompts and topics, not historical event data. Here is the sequence most teams follow.
Keep Amplitude for product analytics if you use it; Asva is additive. Set up the prompts and topics you care about in Asva and treat its share-of-voice and citation views as the AI-search layer beside your existing product metrics.
Export your current prompt list from Amplitude (or rebuild it from the topics you care about) and load it into Asva as tracked topics and prompts. Most teams are running comparable coverage within a day.
Connect GA4 during onboarding so the DACT resolver can start re-attributing "direct" sessions to ChatGPT, Gemini, and Perplexity from the first week. This is the data you will not have had before, so give it a full reporting cycle.
Run both platforms side by side for one reporting period. Visibility scores are not standardized across vendors, so compare trends and share-of-voice direction rather than absolute numbers.
If you sell online, generate your agents.json, UCP, and MCP manifests from the agentic toolkit and install the Shoppable Funnel widget. This is the step that turns visibility into orders and has no equivalent in a monitoring-only stack.
Rebuild any client or executive reports on Asva's share-of-voice, citation, and attribution views; agency plans include white-label output so external reporting does not need a separate tool.
It is a capability within Amplitude's product-analytics platform that reports on how a brand appears in AI-generated answers, alongside the product and behavioral data Amplitude collects. Availability depends on your Amplitude plan; verify with the vendor.
Asva AI is a dedicated AI visibility platform with eight AI channels, citation and Reddit intelligence, dark-traffic attribution, and agentic commerce, and it does not require adopting an analytics suite. Other dedicated tools in the category are compared on this page.
Yes. Asva is additive. Many teams keep Amplitude for product analytics and use Asva for AI visibility, attribution, and commerce. GA4 is the only connection the DACT resolver needs.
Amplitude adds AI visibility as a feature inside a broad analytics platform. Asva is purpose-built for AI search: deeper engine coverage, prompt-level responses, citations, Reddit intelligence, an Intelligence queue of ranked fixes, the DACT attribution resolver, and agentic commerce.
Asva's DACT resolver focuses specifically on AI-driven sessions that GA4 classifies as "direct", re-attributing them to ChatGPT, Gemini, or Perplexity with a confidence score and reporting orders and GMV per platform. It is a narrower, AI-specific form of attribution.
They are priced for different jobs, and Amplitude pricing depends on the analytics plan. Asva has a free AI visibility scan and free public tools, and paid plans are listed on the pricing page. Compare the total cost for the AI visibility use case specifically.
ChatGPT, Perplexity, Gemini and Google AI Mode, Microsoft Copilot, Grok, Meta AI, and Amazon Rufus. Verify Amplitude's current AI visibility engine coverage with the vendor.
Yes. Asva adds AI-attributed GMV, product-level visibility in AI shopping surfaces, ACP checkout, and the Shoppable Funnel widget, none of which are product-analytics features.
Each capability referenced in this comparison has its own page with screenshots and setup steps. Start with the ones that matter for your team, or browse solutions by role.
Share of voice, prompts, and sentiment across eight AI channels.
Which URLs, domains, and Reddit threads each engine cites.
Continuous tracking with full AI responses stored per prompt.
How SEO teams add AI search to their existing workflow.
The AEO playbook behind the Intelligence queue.
Generate a compliant llms.txt file without signing up.