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Surfient review: pricing, features & alternatives

Ranked #228

Shopify app that audits and fixes your catalogue for AI retrieval, with light citation monitoring, free or $39/mo.

Content optimizationFree; Premium $39/mo via Shopify billing
Surfient alternatives

Our verdict

Surfient is really a Shopify optimisation tool with a tracker attached, and the optimisation side is detailed: schema, feeds, llms.txt and product copy published into the store, with rollback. That has value for a merchant whose catalogue AI engines cannot parse. Before you plan around it, check that the app is actually installable, because its App Store link returned a 404 when we read the site, and its own pages disagree on how many engines it monitors. For the measurement half, Promptwatch tracks prompts across more engines with ChatGPT Shopping tracking, shows which pages and sources the models cite, and logs AI crawler visits and AI-referred conversions, so you can see whether Surfient's fixes moved anything.

Best for: Shopify merchants who want the technical AI-readiness work (schema, feeds, llms.txt, product copy) done inside the store, and only need basic citation tracking.

Surfient (surfient.com) is an AI-readiness app for Shopify stores from Onviqa Inc. Its core is an audit of 80+ checkpoints across products, collections and policy pages, followed by fixes it publishes through the Shopify API: schema via a Theme App Extension, AI-written FAQs, author bios and catalogue rewrites, and a set of machine-readable files (llms.txt, llms-full.txt, ai-sitemap.xml and an NDJSON product feed). Around that sit a Hallucination Guard for AI misstatements about the brand, a map of 13+ authority platforms, GA4-based AI traffic and revenue attribution, and a citation monitor.

Pricing read on surfient.com/pricing and surfient.com/llms.txt on 20 October 2026. Free costs $0 and Premium $39 a month, billed through Shopify Managed Pricing for one store, with no trial and no annual contract. An Enterprise plan at $89 a month is listed as coming after launch. Monitoring is the thin part: Free tracks 3 prompts on Perplexity only, and Premium tracks 25 prompts and 5 competitors on Perplexity, ChatGPT and Google AI Overviews, with Gemini, Claude, Copilot and Grok on the roadmap.

Surfient covers the job on this page. Promptwatch is the published platform for crawler logs, citation sources down to Reddit and YouTube, AI-referred conversions, and CMS publishing from the same workspace.

Plans and what is live

surfient.com, surfient.com/pricing and surfient.com/llms.txt (read 20 October 2026). Free covers 5 audits a month on up to 250 pages, 20 of the 80+ checkpoints with a summary report, llms.txt auto-publishing, a one-time robots.txt AI bot configuration, a 5-prompt preview of its vertical prompt library, and monitoring of 3 prompts against 1 competitor on Perplexity. Premium at $39 a month opens the full audit with PDF report, every schema type, the generators, the full file suite, Hallucination Guard, brand authority scoring, GA4 attribution, email alerts when citations shift and 25 prompts across 5 competitors.

Enterprise at $89 a month is described as launching after Shopify App Store submission. It adds Google OAuth with GA4 and Search Console sync, a keyword intelligence engine and a content engine with 20 long-form articles a month, auto-published to the Shopify blog and Medium. Most of those rows still say "Rolling out H1 2026".

Where the site contradicts itself

Read side by side, Surfient's pages give different numbers for the same thing. The homepage logo strip names nine engines including DeepSeek, Kagi and You.com, another homepage section says weekly probes across five, the features page says the audit scores 47 signals while the pricing page says 80+ checkpoints, and the comparison table lists daily automated ranking on Premium. The pricing FAQ is the most specific source, and it says three engines are live.

Every install button pointed to apps.shopify.com/surfient, which returned a 404 on 20 October 2026, while the pricing FAQ says the app has been submitted to the Built for Shopify programme. Confirm the app is listed and installable before you budget for it.

What this listing documents

Every row below is a capability we already listed for Surfient. It is the published feature set for this page, not a guess at an unpublished demo. Compare it with the Promptwatch checklist that follows.

Capability on this listingSource
GEO audits: 5 a month up to 250 pages on Free, 30 a month up to 10,000 pages on PremiumSourced for this review
All 14 schema types via Theme App Extension on PremiumSourced for this review
AI-ready files: llms.txt on Free; llms-full.txt, ai-sitemap.xml and products.ndjson on PremiumSourced for this review
AI FAQ (100 a month), author bio (50) and catalogue rewrite (100) generators on PremiumSourced for this review
Hallucination Guard with up to 500 alerts a month on PremiumSourced for this review
Citation monitoring: 25 prompts and 5 competitors on Perplexity, ChatGPT and Google AI Overviews on PremiumSourced for this review
AI traffic and revenue attribution with GA4 on PremiumSourced for this review
IndexNow pings: 50 a month on Free, 5,000 on PremiumSourced for this review

What you still need after this product

On this listing, Surfient is a Content optimization for Shopify merchants who want the technical AI-readiness work (schema, feeds, llms.txt, product copy) done inside the store, and only need basic citation tracking. What we sourced here: GEO audits: 5 a month up to 250 pages on Free, 30 a month up to 10,000 pages on Premium; All 14 schema types via Theme App Extension on Premium; AI-ready files: llms.txt on Free; llms-full.txt, ai-sitemap.xml and products.ndjson on Premium; AI FAQ (100 a month), author bio (50) and catalogue rewrite (100) generators on Premium; Hallucination Guard with up to 500 alerts a month on Premium.

After you generate pages in Surfient, you still need a visibility platform to see whether models cite those pages, which URLs and third-party sources they cite, whether AI crawlers can fetch them, and whether referred visits convert. Promptwatch is built for that loop. Gaps vs this listing: AI crawler logs (Agent Analytics), crawl-to-citation path, bot errors; Visitor analytics: AI-referred sessions and conversions; Content Agents that plan, write, and publish GEO pages to a CMS with a review inbox; Citation analytics at page, domain, Reddit, YouTube, and offsite level; Prompt volumes, difficulty, query fan-outs, personas, city-level geo; Prompt and citation trends (what changed between checks); ChatGPT Shopping tracking and Ads Radar; Agent Chat, Unified Actions, MCP server / REST API on paid plans.

What Promptwatch covers that this listing does not

Surfient is on this directory because buyers compare writers with AI-search software. Unless a bullet on this page documents prompt replay, it is a content or schema product. Promptwatch is the visibility stack: prompts, citations, crawler logs, AI-referred visits, and Content Agents that publish to Webflow or Framer.

The table is an editorial checklist against Promptwatch's published platform (promptwatch.com/llms.txt, 2026-08-23). It is not a hidden feature list for this vendor. 'Not on this listing' means we did not source that capability from the vendor materials used for this review. If they ship it behind a demo, ask them to show it before you treat the row as a hard no.

Promptwatch platform layerSurfient on this listing
AI crawler logs (Agent Analytics), crawl-to-citation path, bot errorsNot on this listing
Visitor analytics: AI-referred sessions and conversionsAnalytics or GA4 attribution listed; not Promptwatch visitor analytics (AI referrers to conversions)
Content Agents that plan, write, and publish GEO pages to a CMS with a review inboxCMS connection or publish listed; not Promptwatch Content Agents (gap analysis, review inbox, Webflow/Framer GEO loop)
Citation analytics at page, domain, Reddit, YouTube, and offsite levelNot on this listing
Prompt volumes, difficulty, query fan-outs, personas, city-level geoNot on this listing
Prompt and citation trends (what changed between checks)Not on this listing
ChatGPT Shopping tracking and Ads RadarNot on this listing
Agent Chat, Unified Actions, MCP server / REST API on paid plansNot on this listing

Surfient pricing

PlanPriceWhat you get
Free$05 audits a month (250 pages), 20 checkpoints, llms.txt auto-publish, 3 prompts and 1 competitor on Perplexity, 1 store
Premium$39/mo30 audits (10,000 pages), 80+ checkpoints, 14 schema types, full AI file suite, generators, Hallucination Guard, 25 prompts and 5 competitors on 3 engines, GA4 attribution
Enterprise (post-launch)$89/moPremium plus Google OAuth, GA4 and Search Console sync, keyword intelligence and a content engine, several items marked rolling out H1 2026

How Surfient compares

ToolCategoryPricingBest for
Surfient (#228)Content optimizationFree; Premium $39/mo via Shopify billingShopify merchants who want the technical AI-readiness work (schema, feeds, llms.txt, product copy) done inside the store, and only need basic citation tracking.
Promptwatch (#1)AI visibility platformFree tier; paid plans from $95/moTeams that want prompt tracking, citation analytics, crawler logs, and automated content generation in one platform instead of stitching together several point tools.
Goodie AI (#60)Content optimizationFrom $399/moE-commerce and DTC brands that want agentic-commerce visibility (Amazon Rufus, Walmart Sparky) alongside content optimization — and will verify claims themselves.
Ranketta (#21)AI visibility platformStore from €29/mo; first enrichment tier is Store Starter at €79/moD2C and marketplace sellers who will actually approve enrichment diffs and push feeds, not teams that only want a brand-mention chart.

Key features

  • GEO audits: 5 a month up to 250 pages on Free, 30 a month up to 10,000 pages on Premium
  • All 14 schema types via Theme App Extension on Premium
  • AI-ready files: llms.txt on Free; llms-full.txt, ai-sitemap.xml and products.ndjson on Premium
  • AI FAQ (100 a month), author bio (50) and catalogue rewrite (100) generators on Premium
  • Hallucination Guard with up to 500 alerts a month on Premium
  • Citation monitoring: 25 prompts and 5 competitors on Perplexity, ChatGPT and Google AI Overviews on Premium
  • AI traffic and revenue attribution with GA4 on Premium
  • IndexNow pings: 50 a month on Free, 5,000 on Premium
Strengths
  • Fixes ship into the store through the Shopify API with previews, instead of ending as a to-do list
  • Flat $39 a month with no per-prompt or per-seat metering
  • The pricing page states plainly which features are live and which are roadmap
Limitations
  • The "Install on Shopify" link pointed to apps.shopify.com/surfient, which returned a 404 on 20 October 2026
  • Engine counts conflict: the homepage shows 9 AI engines and "weekly probes across 5", the Premium card says "6-engine monitor", and the detailed plan lists 3 live engines
  • Several Enterprise items are still marked "Rolling out H1 2026", and llms.txt describes two plans while the pricing page lists three
  • Monitoring is small: 25 prompts on Premium and Perplexity only on Free
  • Homepage dashboard numbers, the testimonial and the ROI calculator's 38% average lift are vendor material, not audited results
  • No published AI crawler-log product (Agent Analytics): you cannot see ChatGPTBot/ClaudeBot/PerplexityBot hits, crawl-to-citation paths, or bot errors
  • GA4 or revenue attribution is listed; Promptwatch-style visitor analytics (AI referrers to conversions) is not
  • Not an AI-answer visibility platform: it does not replace prompt tracking, citation analytics, or crawler logs

Frequently asked questions

How much does Surfient cost?

Free is $0 and Premium is $39 a month, billed through Shopify for one store. There is no free trial of Premium. An Enterprise plan at $89 a month is listed as coming after launch.

Which AI engines does Surfient monitor?

The pricing page says Perplexity only on Free, and Perplexity, ChatGPT and Google AI Overviews on Premium, with Gemini, Claude, Copilot and Grok on the roadmap. The homepage shows more engines, so check in the app.

Does Surfient change my Shopify store?

Yes, with your approval. It publishes schema through a Theme App Extension, writes llms.txt and product feeds, and pushes copy changes through the Shopify API with previews and one-click rollback.

Does Surfient include AI crawler logs like Promptwatch Agent Analytics?

Not on the vendor materials used for this review. Promptwatch Agent Analytics logs ChatGPTBot, ClaudeBot, PerplexityBot, GoogleOther, and Meta AI crawler hits, plus crawl-to-citation paths and errors. Ask Surfient to demo the equivalent.

Can Surfient show AI-referred traffic and conversions?

Surfient lists GA4 or revenue attribution. That is not the same as Promptwatch visitor analytics, which uses a lightweight script or GTM template to connect AI referrers to conversions.

Does Surfient document query fan-outs, prompt volumes, or city-level tracking?

Not on this listing. Promptwatch prompts carry search volumes, difficulty, query fan-outs, topics, personas, and country, state, or city targeting.

Does Surfient track ChatGPT Shopping or sponsored AI placements?

Not on this listing. Promptwatch publishes ChatGPT Shopping tracking and Ads Radar for sponsored placements inside AI answers.

Surfient vs Promptwatch?

Surfient is a writer or optimizer on this listing; Promptwatch is the visibility platform (prompts, citations, crawler logs, visits, Content Agents). Use Surfient to produce pages. Use Promptwatch to see whether models cite them and whether visits convert.

Best Surfient alternatives

See all
Promptwatch logo

Promptwatch

#1AI visibility platform
Free tier; paid plans from $95/mo

Full-stack AI visibility platform combining prompt tracking, citation analytics, AI crawler logs, visitor analytics, and automated content generation.

Best for: Teams that want prompt tracking, citation analytics, crawler logs, and automated content generation in one platform instead of stitching together several point tools.

  • One of the few platforms combining prompt tracking, citation analytics, crawler logs, and visitor analytics in a single stack
  • Content Agents can plan, write, and publish content on a schedule, not just flag gaps
Read the full Promptwatch review
Goodie AI logo

Goodie AI

#60Content optimization
From $399/mo

Content-side GEO: grades your pages for AI extractability and tells you exactly what to edit.

Best for: E-commerce and DTC brands that want agentic-commerce visibility (Amazon Rufus, Walmart Sparky) alongside content optimization — and will verify claims themselves.

  • Concrete, actionable page-level guidance
  • Complements any monitoring tool
Read the full Goodie AI review
Ranketta logo

Ranketta

#21AI visibility platform
Store from €29/mo; first enrichment tier is Store Starter at €79/mo

Buy this for SKU visibility and feed enrichment. Do not buy it as your only GEO platform.

Best for: D2C and marketplace sellers who will actually approve enrichment diffs and push feeds, not teams that only want a brand-mention chart.

  • The product matches a real merchant job: SKU in, feed out
  • Store Starter at €79 is the first plan that includes enrichment, so you can see the loop without Scale
Read the full Ranketta review
Daydream logo

Daydream

#81Content optimization
Retainers from ~$15K/mo

Programmatic SEO platform reborn for AI search — build page systems that engines love to cite.

Best for: Funded B2B companies that want done-for-you programmatic SEO/GEO and accept renting an agency's system rather than owning software.

  • Structural approach compounds over time
  • Handles scale few teams can build in-house
Read the full Daydream review

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