Prefer Review 2026: AI Search Tracking and 30 Articles a Month for $99

Description

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By Saj Ali · Last updated 3 Nov 2026

What is Prefer?

Prefer is an AI visibility platform that measures how ChatGPT, Gemini, Google AI Overviews, Google AI Mode and Perplexity answer your buyers’ questions, then helps you write and publish the content that wins the citation. It has one self-serve plan at $99 a month ($79 a month billed yearly), with 150 tracked prompts and 30 articles a month, and a 7-day free trial with no card (see Prefer’s pricing page).

Prefer is made by Kocoa Technologies, a Mumbai company founded in 2025 by Javed Khatri and Mandar Sawant, and it was called Visibly until August 2026 (see Prefer’s about page). It is bootstrapped as far as we can find, with no funding announced, and it launched on Product Hunt in October 2026.

Category: GEO | AIO | SEO
Best For: small and mid-sized teams, and agencies, that want AI search tracking and content production on one published price

Want the full picture? Read our full Prefer review with scores, pricing maths and alternatives.

Key Features of Prefer

Measure: Answer Engine Insights, Competition and Agent Analytics

Prefer records whether your brand is mentioned, cited or recommended on each engine, which sources each answer used, and how you compare with competitors you name. Agent Analytics adds AI crawler logs. Every plan covers ChatGPT, Gemini, Google AI Overviews, Google AI Mode and Perplexity, and Claude is available on Enterprise (see Prefer’s platform page).

Act: Content Gap, Optimise Content and Action Center

Content Gap finds the topics where engines cite others and not you. Optimise Content suggests fixes to existing pages. The Action Center is a prioritised queue of moves, each with its evidence, a draft and a measured outcome (see Prefer’s platform page).

Create Content

An editor that drafts a page against a brief, scores it live, and refuses to write a claim it can’t source: numbers come from your documents or a fetched page, and unverifiable facts are flagged as gaps for you to fill. Pages can be pushed to WordPress, Webflow or Contentful with metadata, schema and internal links, or exported as HTML or Markdown (see Prefer’s Create Content page).

API and MCP access

The plan includes API and MCP access, plus Google Search Console, Google Analytics and CDN integrations, and Looker Studio reporting.

Features as described on tryprefer.com, 3 November 2026. The product screens on those pages are demos.

How Prefer Works

• Run the free audit: see where you stand before you pay
• Choose prompts: up to 150 on the plan, each run on all five engines
• Read the gaps: which brands and sources the engines used instead of you
• Brief and draft: Create Content writes from your own sources and scores the draft
• Publish: push to your CMS after you review it
• Verify: Prefer re-runs the prompts and reports whether the page got cited

How Much Does Prefer Cost?

Prices below are as shown on Prefer’s pricing page on 3 November 2026. A 7-day free trial needs no card.

Add-ons are $49 each: 100 more prompts, or 20 more articles a month.

Who Should Use Prefer?

• Small and mid-sized marketing teams that want to track AI answers and publish content from one tool
• Agencies that need several client projects at a flat price
• Teams with a CMS in WordPress, Webflow or Contentful and a review process in place

It’s less suited to enterprise teams that need SOC 2-style assurances (we haven’t seen them stated) or to anyone who wants a human to write every page. Check any AI-written page before it goes live.

Pros and Cons of Prefer

Pros

• Every plan feature is priced openly: $99 a month, with 150 prompts and 30 articles included
• Five engines on every plan, with unlimited regions, projects and members
• Content is grounded in your sources and flags what it can’t verify
• API and MCP access are included

Cons

• A young, bootstrapped company from 2025, with a recent rename from Visibly
• Claude tracking is Enterprise only
• Customer ratings and testimonials on the site are the vendor’s own claims
• AI-written content at scale still needs human review

Prefer vs Alternatives

Our Peec AI review and Profound review cover the main alternatives in depth. For a wider list, see our guide to generative engine optimisation tools.

Getting Started with Prefer

• Run the free audit first, then list the 30 questions you most want to win
• During the trial, create one page in Create Content and read every sourced claim before publishing
• Check which of your competitors Prefer picks up automatically, and add the ones it misses
• Decide whether you need 150 prompts: add-ons cost $49 per 100

Related on DMS

• New to the topic? Read our complete guide to answer engine optimisation.
• Want an agent that also does the GEO work? See Okara, or compare the best AI marketing agents in 2026.
• Browse more AI search visibility tools and share-of-voice tools in our directory.

Frequently Asked Questions About Prefer

What is Prefer?
Prefer is an AI visibility platform. It measures how ChatGPT, Gemini, Google AI Overviews, Google AI Mode and Perplexity answer your buyers’ questions, then helps you write and publish content to win the citation.

How much does Prefer cost?
On 3 November 2026, Prefer’s self-serve plan was $99 a month, or $79 a month billed yearly. Prefer Agency was $199 a month, Prefer Managed $1,499 a month and Enterprise custom.

Does Prefer have a free trial?
Yes. There is a 7-day free trial with no card, and a free audit.

Which AI engines does Prefer track?
ChatGPT, Gemini, Google AI Overviews, Google AI Mode and Perplexity on every plan. Claude is available on Enterprise.

What does the $99 plan include?
150 tracked prompts, 30 articles a month, 10 competitors per project, unlimited regions, projects and members, Search Console, Analytics and CDN integrations, API and MCP access.

Was Prefer called Visibly?
Yes. Prefer was called Visibly until August 2026.

Can Prefer publish to my CMS?
Create Content can push pages to WordPress, Webflow or Contentful with metadata, schema and internal links, or export clean HTML or Markdown.

Final Verdict

Prefer packs tracking and content creation into one published price: $99 a month for 150 prompts across five engines and 30 articles. The grounding approach, where the writer flags claims it can’t source, is the right design for AI-written pages. It’s a young, bootstrapped company and its customer claims are its own, so run the free audit and the 7-day trial on a real prompt list before you commit.

At a Glance

Tool Category: GEO & AI Search Visibility
Pricing: $99/month ($79/month billed yearly); 7-day free trial, no card
Best For: Small and mid-sized teams, and agencies, that want AI tracking and content on one price
Key Benefit: Tracks five AI engines and drafts sourced articles to win the citation

Listing on Digital Marketing Supermarket: digitalmarketingsupermarket.com
Visit Prefer: tryprefer.com
Category Tags: AI Search Visibility, GEO, AEO, Share of Voice, AI Content, AI Agents, MCP

This review is based on publicly available information from tryprefer.com and the sources linked above, checked between 25 October and 3 November 2026. Digital Marketing Supermarket is an independent directory. This review has not been sponsored or paid for by Prefer, and we have not tested Prefer hands-on.