Otterly AI earned its 4.7 rating on G2. It's quick to set up, tracks ChatGPT, AI Overviews, Perplexity and Copilot every day, and keeps its reports easy to read. But when a report shows your products missing from AI answers, Otterly hands you a recommendation and stops there. We compared the 8 best Otterly AI alternatives for 2026 and ranked Ranketta the top pick for e-commerce teams that need the fix in their product data.
Mia Makovníková, Growth Lead · Updated 27 October 2026
TL;DR
- Best overall Otterly AI alternative for e-commerce: Ranketta, because it rewrites product titles, descriptions, categories and GTINs with a confidence score on every change, then writes them back to your Shopify products or sends them to Google Merchant Center.
- Best Otterly AI alternative for tracking with a catalog: Peec AI, which imports your products from Shopify, a CSV or Merchant Center and now drafts content briefs.
- Best Otterly AI alternative for enterprise brand teams: Profound, with browser-collected data, CMS publishing and SOC 2 Type II.
- Best Otterly AI alternative for content teams on Shopify: AthenaHQ, which publishes articles to eight CMSes and product copy to Shopify on Enterprise and Agency plans.
- Best Otterly AI alternative for SEO teams: Semrush AI Visibility Toolkit or Ahrefs Brand Radar, whichever suite you already pay for.
What Otterly AI Does Well Today
Otterly AI, styled OtterlyAI, is an AI search monitoring tool for marketing teams and agencies. Every plan tracks ChatGPT, Google AI Overviews, Perplexity and Microsoft Copilot daily, with unlimited team members, brands, competitors, countries and languages. Otterly collects answers through each platform's public web interface, the way a user sees them, and uses an API only for Claude.
Its reports cover brand visibility and sentiment, share of voice, citation sources, a GEO audit with query fan-out, and Brand Profiling, launched on 21 October 2026, which shows the attributes and objections AI engines attach to your brand. On Standard plans and up, Agent Analytics reads your server logs to show which AI crawlers visit, and the API, MCP server and Looker Studio connector open the data to other tools.
Otterly AI users rate it 4.7/5 on G2 from 54 reviews. The strengths they mention most are valuable insights (15 mentions), easy setup (12) and an intuitive interface (10). The most common complaint, a learning curve, comes up 9 times, and nothing else more than twice. Teams leave Otterly AI when they need a tool that does something with the report.
Why Teams Look for an Otterly AI Alternative
Otterly AI Stops at the Recommendation
Otterly AI's Recommendations turn a brand report into prioritized steps, sorted by impact, that your team moves to a to-do list and then carries out. The Lite plan includes three recommendations a week. As of 27 October 2026, Otterly's documentation describes these recommendations but no feature that drafts content, publishes it or changes your product data.
For a team with writers and a developer on hand, that's enough. For a team that bought a tracker to make the numbers move, the report is where the work starts.
Otterly AI Sees Products in ChatGPT Shopping, Not in Your Catalog
Otterly AI's shopping analytics records which products surface for your monitored prompts inside ChatGPT's product answers, and which retailers appear beside them. By Otterly's own description, ChatGPT Shopping is the AI shopping surface it tracks today. As of 27 October 2026, its shopping page doesn't describe importing your catalog.
That means Otterly can show you the products that made it into an answer, but it can't list the SKUs from your catalog that never appear. Tools that start from your product catalog, like Ranketta and Peec AI, can report on both.
Google's AI Mode and Gemini Cost Extra on Every Otterly Plan
Otterly AI includes four engines on every plan: ChatGPT, AI Overviews, Perplexity and Copilot. Google AI Mode, Gemini and Claude are paid add-ons, priced per plan. For a brand whose buyers search on Google, two of the three Google surfaces sit outside the base subscription.
Ranketta limits engines too: its Tracker plan covers two. The difference is which engines you can pick. On Ranketta, AI Mode and Gemini are standard engines inside your plan's count, and Claude, Copilot, Grok, Amazon Alexa and Meta Muse are premium picks.
How We Chose the Best Otterly AI Alternatives and Competitors
We read every vendor's live documentation, pricing page and changelog in the week of publication, went through the recurring themes in G2 reviews, and scored each tool against six benchmarks:
- What happens after the report: a recommendation, a content brief, a published article, a page served to AI bots, or product data written back.
- Product-level tracking: whether the tool reports individual products in AI shopping answers, and whether it starts from your catalog.
- How answers are collected: browser sessions, official APIs or not documented, taken from each vendor's own docs.
- Engine coverage by plan: which engines the entry plan includes and which cost extra.
- Integrations: Shopify, Google Merchant Center, CMSes, Looker Studio, API and MCP.
- User sentiment: G2 rating, review count and recurring themes.
Ranketta is our own product, so it went through the same six benchmarks, and its profile lists where it falls short too. For the measurement side, see how Ranketta measures AI visibility.
Otterly AI Alternatives Compared
| Tool | Best for | How answers are collected | Engines on the entry plan | Product-level tracking | What happens after the report |
|---|---|---|---|---|---|
| Ranketta | E-commerce teams fixing product data | Browser sessions | 2 on Tracker, choose 3 to 5 on Starter to Scale | Yes, with catalog import | Product data written to Shopify or sent to Google Merchant Center |
| Peec AI | Teams that want tracking tied to a catalog | UI scraping for most engines | Choose 3 | Yes, with Shopify, CSV or Merchant Center import | Briefs and suggested edits you publish |
| Profound | Enterprise brand teams with a procurement process | Consumer browsing experience, not model APIs | ChatGPT, Gemini and AI Overviews on the free trial | ChatGPT Shopping, Enterprise plan | CMS articles, product copy in Sheets, product content in Salsify |
| AthenaHQ | Content teams on Shopify | Model APIs for Claude, DeepSeek and Meta AI, others not documented | Five on the free tier, 11 on Starter | Yes, ChatGPT, AI Mode and Gemini carousels | Eight CMSes, Shopify product copy on Enterprise and Agency |
| AirOps | Content teams producing at scale | Not documented | ChatGPT on the free Solo plan, more on Pro | Not documented | 13 CMSes, including Shopify product updates |
| Scrunch AI | Enterprise brands controlling what AI bots read | Browser automation and official APIs | Eight engines | ChatGPT and Copilot, catalog import on its roadmap | Agent Pages served to AI bots at the CDN |
| Semrush AI Visibility Toolkit | Teams already paying for Semrush | Real requests, not LLM APIs | ChatGPT Search, AI Mode and Gemini in Prompt Tracking | Not documented | Recommendations and the Content Toolkit |
| Ahrefs Brand Radar | SEO teams already inside Ahrefs | Web versions of each platform, Claude via API | Six platforms in the index, Claude for custom prompts | Not documented | Mention, citation and share-of-voice reports |
Not sure which column your problem sits in? The free AI visibility audit shows which of your products AI engines skip, so you'll know whether you need a better report or a fix.
1. Ranketta: Best for E-commerce Teams Fixing Product Data
BrainMarket, a supplements and natural cosmetics retailer, tracked its AI visibility with Ranketta and moved its average position in AI answers from #6 to #3 within the first months. "Since we started working with Ranketta, traffic from AI sources grew 143% year over year, and revenue from those channels grew 145%," says Michaela Hodorová, Content Specialist at BrainMarket (BrainMarket case study).
What Ranketta is: Ranketta is an AI visibility platform for online stores and brands. It tracks which products and brands AI engines recommend, prompt by prompt, from browser sessions, and then fixes the product data those engines read.
Ranketta starts where Otterly AI's report ends. Ranketta tracks the same prompts, then proposes the product data changes behind the losses, and delivers the approved ones. What it gives up is Otterly's breadth for monitoring teams: unlimited countries on every plan and four engines on the entry tier.
Why it's a strong Otterly AI alternative:
- Fixes land where shopping engines read: Ranketta proposes new titles, descriptions, categories and GTINs. The Shopify app writes approved changes back to your products, and any store can send the corrected catalog to Google Merchant Center as a channel, through a direct connection or a feed URL that Ranketta hosts.
- A confidence score on every change: you approve or reject each proposal, or set the line where Ranketta auto-approves.
- Catalog-first product tracking: Ranketta works from your own product list, so it reports on the SKUs that never appear, not only the ones that do.
Where it falls short:
- Small review base: 4.9/5 on G2 from 20 reviews.
- No CMS publishing: Ranketta drafts and optimizes articles in its editor, and your team publishes them.
- Countries by plan: Tracker and Starter cover one country, Growth three and Scale ten.
How it's priced: plans for online stores, brands and agencies set the number of engines and prompts per engine, with monthly credits for Merchandising, Agent Mode and articles, and a 7-day free trial (Ranketta pricing).
What users say: Reviewers on G2 mention the clear interface and finding out whether AI assistants know their products at all.
You just read what Ranketta does after the report. Run the free audit on your own domain and see which products it would fix first.
2. Peec AI: Best for Teams That Want Tracking Tied to a Catalog
What Peec AI is: Peec AI is a self-serve AI visibility tracker for brands and agencies that collects answers by UI scraping for most engines. Its AI Shopping module tracks visibility per SKU against a catalog you import.
Peec AI is the closest like-for-like Otterly AI alternative, with a catalog underneath. Both are self-serve trackers built for marketing teams and agencies. Peec adds a product catalog from Shopify, a CSV or Google Merchant Center, and since 13 October 2026 its Actions and Peec Agent prepare content briefs and suggest page edits that you decide to publish. What you give up is engine breadth.
Why it's a strong Otterly AI alternative:
- Catalog import from three sources: Shopify, a Peec CSV or a Google Merchant Center feed.
- SKU-level shopping visibility: win rate, position and the merchants behind each answer.
- Briefs and suggested edits: Actions go one step past a recommendation, with your approval on every change.
Where it falls short:
- Three engines below Enterprise: Starter, Pro and Advanced choose three models.
- Catalog flows one way: Peec reads your catalog but doesn't write fixes back to it.
How it's priced: Starter, Pro, Advanced and Enterprise, priced by tracked prompts and models, with agent credits per plan and a free trial. For a full breakdown of where it stops, see Peec AI alternatives.
What users say: Peec AI holds 4.7/5 on G2 from 21 reviews. Reviewers praise the intuitive interface and support, and the common request is more integrations.
3. Profound: Best for Enterprise Brand Teams With a Procurement Process
What Profound is: Profound is an enterprise AI visibility platform, now marketed around its AI Marketer, that collects AI answers "directly from the consumer browsing experience rather than from model APIs." It serves large brand teams with SOC 2 Type II, SSO and SCIM.
Profound is the enterprise step up from Otterly AI. Where Otterly gives a small team a clear report, Profound adds agents that publish to connected CMSes, Sheets templates such as PDP Optimization that rewrite product titles, descriptions and specs, and, since 2 October 2026, an integration that lets an agent update product content in Salsify. What you give up is self-serve access: beyond the free trial, everything runs through an Enterprise contract.
Why it's a strong Otterly AI alternative:
- Execution, not only reporting: agents draft and publish content through connected CMSes, with human review steps.
- Product content beyond the report: PDP Optimization in Sheets and the Salsify integration reach product copy.
- Enterprise controls: SOC 2 Type II, SSO over SAML or OIDC, SCIM and an Agency Mode for multi-brand teams.
Where it falls short:
- Shopping is ChatGPT-first: Profound's docs say Shopping Analysis "is currently focused on ChatGPT Shopping," and it's an Enterprise feature.
- Self-serve stops at the trial: API, exports, extra engines and Shopping all sit on Enterprise.
How it's priced: a free trial covers ChatGPT, Gemini and AI Overviews, and Enterprise is quote-only with up to nine answer engines. If ChatGPT Shopping is your reason to switch, budget for Enterprise from day one. The trade-offs are laid out in Profound alternatives.
What users say: Profound holds 4.5/5 on G2 from 1,100+ reviews. Reviewers praise the interface and analytics, and several note a steep learning curve for teams new to AI analytics.
4. AthenaHQ: Best for Content Teams on Shopify
What AthenaHQ is: AthenaHQ is an AI search visibility platform that tracks 11 AI models on its self-serve Starter plan and five on its free Essential tier, then drafts content and publishes it to Shopify, Webflow, Wix, Framer, WordPress, Payload CMS, Sanity and Contentful.
AthenaHQ does the content work Otterly AI leaves to you. Its Shopping Insights shows products in ChatGPT, AI Mode and Gemini shopping carousels, and on Enterprise and Agency plans its Catalog Optimization writes approved titles, meta descriptions, descriptions and FAQs back to Shopify. What you give up is predictability: every AI response spends credits, and Claude, DeepSeek and Meta AI responses cost five credits each.
Why it's a strong Otterly AI alternative:
- Publishing to eight CMSes: articles go live from the same tool that found the gap.
- Shopify product copy: approved fields publish to the live product, on Enterprise and Agency plans.
- More engines on the paid tier: 11 models on Starter, including AI Mode, Gemini and Claude.
Where it falls short:
- Product write-back is gated: Catalog Optimization needs an Enterprise or Agency plan.
- Credits on every answer: costs scale with prompts, engines and countries.
How it's priced: a free Essential tier, a self-serve Starter plan and custom Enterprise, all metered in credits. The full comparison is in AthenaHQ alternatives.
What users say: AthenaHQ holds 4.9/5 on G2 from 39 reviews. Reviewers mention valuable insights and data accuracy, and the few complaints are about limited features.
5. AirOps: Best for Content Teams Producing at Scale
What AirOps is: AirOps is a content engineering platform for enterprise brands and agencies that want to earn their way into AI search answers. It tracks prompts daily, then creates new content, refreshes existing pages and runs off-site citation work through workflows and agents.
AirOps turns an Otterly-style report into a content pipeline. It connects to 13 CMSes, including Shopify, Webflow, WordPress, Contentful, Sanity and HubSpot CMS, and its Shopify step can update an existing product's title, description, product type, metafields and tags. What you give up is shopping analytics: we could not establish product-level tracking in AirOps' docs as of 27 October 2026.
Why it's a strong Otterly AI alternative:
- Publishing reach: 13 CMS connections from one workspace.
- Content refresh built in: workflows rewrite existing pages so they keep earning citations.
- Shopify product updates: product copy and metafields can be written from a workflow.
Where it falls short:
- Collection method not documented: we could not establish how AirOps collects AI answers.
- Learning curve: it's the most common complaint in AirOps' G2 reviews.
How it's priced: three task-based tiers. The free Solo plan includes ChatGPT insights only, Pro adds multi-engine insights and unlimited seats, and Enterprise adds regions, personas and custom agents.
What users say: AirOps holds 4.7/5 on G2 from 100+ reviews. Reviewers praise content creation and time saved, and the top complaints are the learning curve and cost.
6. Scrunch AI: Best for Enterprise Brands Controlling What AI Bots Read
What Scrunch AI is: Scrunch AI is an AI customer experience platform, a Sitecore company since June 2026, that tracks eight AI platforms with browser automation and official APIs. Its Agent Pages product, generally available since 22 September 2026, serves a JavaScript-free version of your pages with structured data to AI bots at the CDN.
Scrunch acts on a layer Otterly AI only audits. Otterly's GEO audit and crawlability check tell you what AI bots struggle to read. Scrunch changes what those bots receive on the pages you already have, without changing what human visitors see. What you give up is a product-data fix: Scrunch's shopping module tracks products on ChatGPT and Copilot, and product-feed ingestion is on its roadmap.
Why it's a strong Otterly AI alternative:
- Bot-facing pages at the edge: native integrations for Akamai, Cloudflare and Vercel.
- Documented collection: browser automation and official platform APIs, per platform.
- MCP on every plan: query and act on Scrunch data from your AI tools.
Where it falls short:
- 72-hour default refresh: answers are collected daily for the first 14 days, then every 72 hours by default.
- Shopping on two engines: ChatGPT and Copilot only.
How it's priced: Starter and Growth are monthly plans limited by prompts and users, with a 7-day free trial. Enterprise is custom and adds the Data API and SAML or OIDC SSO.
What users say: Scrunch AI holds 4.6/5 on G2 from 74 reviews. Reviewers praise ease of use and insights, and the most common complaint is data limitations.
7. Semrush AI Visibility Toolkit: Best for Teams Already Paying for Semrush
What Semrush AI Visibility Toolkit is: the Semrush AI Visibility Toolkit adds AI answer tracking to the Semrush suite, with responses "captured from real requests and not via any APIs of LLMs." Prompt Tracking covers ChatGPT Search, AI Mode and Gemini.
Semrush is the convenience alternative to Otterly AI. If your SEO team already lives in Semrush, AI visibility sits next to keyword and backlink data, with AI-generated recommendations and the Content Toolkit for drafts. What you give up is depth: we could not establish a product or SKU module in Semrush's documentation as of 27 October 2026.
Why it's a strong Otterly AI alternative:
- One subscription: AI visibility next to the SEO data your team already uses.
- Google surfaces in Prompt Tracking: AI Mode and Gemini sit alongside ChatGPT Search.
- Content Toolkit: drafts checked against your target topics.
Where it falls short:
- Prompt caps: the toolkit alone tracks 25 prompts per account, with more on Semrush One plans.
- Perplexity outside Prompt Tracking: it appears in Brand Performance only.
How it's priced: a standalone toolkit subscription or bundled in Semrush One, with prompt packs and extra domains as add-ons.
What users say: Semrush holds 4.4/5 on G2 from 4,000+ reviews, for the suite as a whole. Reviewers praise how much it consolidates, and the most common complaint is price.
8. Ahrefs Brand Radar: Best for SEO Teams Already Inside Ahrefs
What Ahrefs Brand Radar is: Ahrefs Brand Radar tracks brand mentions and citations across six AI platforms (AI Overviews, AI Mode, ChatGPT, Perplexity, Gemini and Copilot) from a prompt index Ahrefs builds from its keyword data, plus custom prompts you add, including Claude. Prompts are asked in the web version of each platform, and Claude runs through its official API.
Brand Radar answers a bigger question than Otterly AI, and a less specific one. Otterly tracks the prompts you choose. Brand Radar starts from Ahrefs' own index of prompts, so you see a market-wide picture without setup, and custom prompts cover the rest. What you give up is cadence and action: the indexes refresh monthly on a 90-day window, and we could not establish a product module or a content feature inside Brand Radar as of 27 October 2026.
Why it's a strong Otterly AI alternative:
- No-setup baseline: a prompt index built from real keyword data, so you see share of voice before you track a single prompt.
- Citation mechanics: mentions, citations and share of voice side by side with your Ahrefs SEO data.
- API and Looker Studio: custom-prompt data via API doesn't consume API units, and a Looker connector charts history.
Where it falls short:
- Monthly indexes: only custom prompts refresh daily, weekly or monthly.
- Grok paused: Ahrefs' help center says it is "temporarily unable to gather new data" from Grok.
How it's priced: an AI add-on on paid Ahrefs plans, or a standalone tool, with a monthly allowance of custom-prompt checks that grows with your plan. Claude uses eight checks per update. The side-by-side with Ranketta is on Ranketta vs Ahrefs.
What users say: Ahrefs holds 4.5/5 on G2 from 700+ reviews, for the suite as a whole. Reviewers praise ease of use and keyword research, and the most common complaint is price.
Ranketta vs Otterly AI: Head-to-Head
| Feature | Ranketta | Otterly AI | Better for |
|---|---|---|---|
| After the report | Product fixes written to Shopify or sent to Google Merchant Center | Prioritized recommendations your team carries out | Ranketta |
| Product tracking | Starts from your catalog, so it shows SKUs that never appear | Products that surface in ChatGPT Shopping for your prompts | Ranketta |
| Product fields fixed | Titles, descriptions, categories, GTINs, with a confidence score | None documented (27 Oct 2026) | Ranketta |
| Content | Article drafts in Ranketta's editor | Recommendations, GEO audit and content checks | Ranketta |
| Engines on the entry plan | Two on Tracker | Four on Lite | Otterly AI |
| AI Mode and Gemini | Standard engines within your plan's count | Paid add-ons on every plan | Ranketta |
| Countries | One on Tracker and Starter, up to ten on Scale | Unlimited on every plan | Otterly AI |
| How answers are collected | Browser sessions | Public web interfaces, API for Claude | Tie |
| G2 | 4.9/5 from 20 reviews | 4.7/5 from 54 reviews | Otterly AI, on review base |
Otterly AI wins on entry-level engine count, unlimited countries and a larger review base, and for a monitoring team those are the numbers that matter. Otterly tells you where you stand in AI answers. As of 27 October 2026, its documentation doesn't describe changing a product title, a GTIN or a category, so the data AI shopping engines read stays exactly as it was. Ranketta starts there. For other side-by-sides, see Ranketta vs Peec AI.
How to Choose the Right Otterly AI Alternative
Which Otterly AI Alternative Is Best for Shopify Stores?
Ranketta is the best Otterly AI alternative for Shopify stores, because its Shopify app connects the catalog on install, tracks which products AI engines recommend, and writes approved fixes back to your products. Otterly shows which products appear in ChatGPT Shopping, but it doesn't connect to your store. Setup and plans for stores are on Ranketta for Shopify.
Which Otterly AI Alternative Fits a Startup Budget?
Ranketta fits a startup budget best when the goal is fixing products, because Merchandising starts on the self-serve Starter plan, with a 7-day free trial and no sales call. If you only need monitoring, Otterly AI's Lite plan is already one of the lowest-cost options in the category, and Ranketta's Tracker plan covers two engines for the same job. The trade-offs by tier are in affordable AI visibility tools.
Which Otterly AI Alternative Is Best for E-commerce Teams?
Ranketta is the best Otterly AI alternative for e-commerce teams, because it goes from "which products does AI skip?" to "what does the corrected listing say?" in one tool. It tracks products from browser sessions, proposes fixes with a confidence score, and delivers them to your Shopify products or Google Merchant Center. The playbook for that work is in how to get products recommended by ChatGPT.
What to Do Next
If you're a small team or an agency that needs clear daily monitoring across many countries, with unlimited seats and no catalog work, stay with Otterly AI. It does that job well.
If the problem is the products AI leaves out:
- List the five products you think AI should recommend and check whether they appear in ChatGPT, AI Mode and Gemini answers for your category.
- Compare their titles, categories and GTINs in Shopify and in Merchant Center with how competing products are described in those answers.
- Decide where the fix belongs: a new article, a page AI bots can read, or the product data every channel reads.
Which of your products are AI engines skipping right now? The free AI visibility audit answers that for your domain in minutes, using your work email.
How We Verified This
Every claim about a vendor on this page was checked against that vendor's own documentation, pricing page, changelog or product page between 23 and 27 October 2026, and G2 ratings were read on 27 October 2026. Search results were checked for the US market. Where a vendor's own pages disagreed, we used the more conservative statement: Otterly AI's pages give two different trial lengths, and Ahrefs' pages give several sizes for the Brand Radar prompt database. We could not establish whether Otterly AI's ChatGPT Ads reporting, paused since 16 September 2026, will return, how AirOps collects answers, or whether AirOps, Semrush or Ahrefs Brand Radar track individual products.
Frequently asked questions
Sources
All pages accessed between 23 and 27 October 2026. "Last updated" is the date on the page, its dated changelog entry, or the lastmod in the vendor's sitemap.
Otterly AI
- Otterly AI, Pricing, no date on page, accessed 27 October 2026
- Otterly AI, Changelog, last updated 21 October 2026 (entries of 21 October and 16 September 2026)
- Otterly AI, How OtterlyAI collects data, 17 July 2026
- Otterly AI, How do Recommendations work in OtterlyAI?, 5 October 2026
- Otterly AI, AI Shopping Analytics, no date on page, accessed 27 October 2026
- G2, OtterlyAI reviews, 4.7/5 from 54 reviews, checked 27 October 2026
Peec AI
- Peec AI, Changelog, entry of 13 October 2026, no newer entry on 27 October 2026
- Peec AI, AI instructions, last updated July 2026
- Peec AI Docs, Uploading products, no date on page, accessed 23 October 2026
- Peec AI, Pricing, no date on page, accessed 27 October 2026
- G2, Peec AI reviews, 4.7/5 from 21 reviews, checked 27 October 2026
Profound
- Profound, Pricing, no date on page, accessed 27 October 2026
- Profound, AI instructions, last updated September 2026
- Profound Docs, About Shopping, no date on page, accessed 23 October 2026
- Profound, Introducing Sheets Templates in Profound, September 2026
- Profound Changelog, Meet the new Projects, integrate more context, and more, 2 October 2026
- G2, Profound reviews, 4.5/5 from 1,133 reviews, checked 27 October 2026
AthenaHQ
- AthenaHQ, Plans & Pricing, no date on page, accessed 27 October 2026
- AthenaHQ Docs, Integrations, sitemap last updated 16 September 2026
- AthenaHQ Docs, Shopping Insights, sitemap last updated 12 October 2026
- AthenaHQ Docs, API changelog, accessed 27 October 2026
- G2, AthenaHQ reviews, 4.9/5 from 39 reviews, checked 27 October 2026
AirOps
- AirOps, AI instructions, last updated September 2026
- AirOps Docs, Integrations, no date on page, accessed 23 October 2026
- AirOps Docs, Shopify integration, no date on page, accessed 23 October 2026
- AirOps, Pricing, no date on page, accessed 23 October 2026
- G2, AirOps reviews, 4.7/5 from 134 reviews, checked 27 October 2026
Scrunch AI
- Scrunch, Which AI platforms can Scrunch track, no date on page, accessed 23 October 2026
- Scrunch, Agent Pages, 22 September 2026
- Scrunch, Shopping: AI search visibility for products, no date on page, accessed 23 October 2026
- Scrunch, Pricing, no date on page, accessed 27 October 2026
- G2, Scrunch AI reviews, 4.6/5 from 74 reviews, checked 27 October 2026
Semrush
- Semrush, Semrush AI visibility data, no date on page, accessed 23 October 2026
- Semrush, Prompt Tracking, no date on page, accessed 27 October 2026
- G2, Semrush reviews, 4.4/5 from 4,293 reviews, checked 27 October 2026
Ahrefs Brand Radar
- Ahrefs, Brand Radar, no date on page, accessed 27 October 2026
- Ahrefs Help, Brand Radar overview, 3 September 2026
- Ahrefs Help, Custom prompts in Brand Radar, accessed 27 October 2026
- Ahrefs, New features, updated 10 October 2026 (Claude entry of 13 July 2026)
- G2, Ahrefs reviews, 4.5/5 from 722 reviews, checked 27 October 2026
Ranketta
- Ranketta, Pricing, accessed 23 October 2026
- Ranketta Docs, Shopping overview, accessed 23 October 2026
- Ranketta Docs, Google Merchant integration, accessed 23 October 2026
- Ranketta, BrainMarket case study, accessed 23 October 2026
- G2, Ranketta reviews, 4.9/5 from 20 reviews, checked 27 October 2026
