Prefer

Freemium

AI search visibility platform for measuring and improving how answer engines recommend your brand.

什么是 Prefer？

Prefer is an AI search visibility and generative engine optimization platform for brands, marketing teams, and agencies. It tracks buyer questions across ChatGPT, Gemini, Google AI Overviews, Google AI Mode, and Perplexity, showing how often a brand is mentioned, where it appears, and which sources answer engines cite.

Its core purpose is to help teams understand how AI answer engines describe their brand and identify practical ways to improve that visibility. Prefer combines prompt-level answers with visibility, sentiment, share-of-voice, competitor, citation, and content analysis. It also provides an action queue that connects recommended fixes and content tasks to the prompts they may affect.

Prefer 能做什么？

Multi-engine prompt tracking

Track the questions buyers ask across ChatGPT, Gemini, Google AI Overviews, Google AI Mode, and Perplexity. Prompt allowances vary by plan, while all five engines are included on self-serve plans.

Visibility and competitive analysis

Review answer rate, visibility, sentiment, share of voice, average position, and competitor rankings across tracked prompts, topics, regions, and plan-dependent language coverage.

Citation and source analysis

See the pages and domains cited by answer engines, identify where your brand is missing, and examine citation patterns by channel such as review sites, communities, listicles, and editorial sources.

Prioritized action workflow

Use a ranked action board to organize technical fixes, content tasks, and outreach opportunities by expected impact, with actions tied to the prompts they are intended to improve.

AI content drafting

Generate content briefs and AI article drafts from citation data, including coverage checks for topics and sources. Monthly article allowances depend on the plan.

Marketing stack connections

Plan-dependent capabilities include Google Search Console and Google Analytics connections, email or Slack alerts, CMS integration, MCP access, data export, API access, and warehouse sync.

使用场景

“Monitor brand visibility in AI answers”

A marketing team can track the real questions prospective customers ask, inspect the answers returned by each engine, and follow changes in answer rate, position, sentiment, and share of voice over time.

“Find competitor and citation gaps”

A brand can compare its visibility with competitors by topic and identify the external pages, directories, review sites, communities, or editorial sources that answer engines cite instead.

“Prioritize technical and content work”

SEO and content teams can use the action board to rank fixes such as crawler access, schema, site information, and coverage gaps, with each task linked to relevant prompts.

“Manage visibility for multiple clients”

Agencies can report on clients through isolated workspaces, white-label reporting, and one consolidated invoice. The agency track is arranged with Prefer rather than purchased as a standard self-serve plan.

常见问题

Which answer engines does Prefer track?

Self-serve plans track ChatGPT, Gemini, Google AI Overviews, Google AI Mode, and Perplexity. Enterprise also lists Qwen, DeepSeek, and Claude Sonnet 4 API access.

How is a tracked prompt counted?

One prompt in one country counts as one tracked prompt, and all five self-serve engines are included in that slot. Tracking the same prompt in multiple countries uses one slot per country, and the allowance is shared across the workspace.

Can Prefer track different countries?

Yes. The product lists 197 selectable countries on every plan, with no separate geography fee. Twenty major markets receive precise Google geolocation; elsewhere, Prefer states the market in the question itself.

Does Prefer offer a free trial?

Every paid plan starts with a seven-day free trial and does not require a card. During the trial, premium features are enabled but tracked prompts are capped at 30. If the trial ends without an upgrade, tracking pauses and existing data is not deleted.

How does Prefer handle Google Search Console and Analytics access?

Prefer requests read-only access and says it uses connected Google Search Console or Google Analytics data only to display visibility inside Prefer. Access can be revoked, and the company says it does not sell the data or share it with other customers.

快速信息

Category: AI search visibility and generative engine optimization platform
Primary users: Brands, marketing teams, SEO/content teams, and agencies
Tracked engines: ChatGPT, Gemini, Google AI Overviews, Google AI Mode, and Perplexity
Starting price: Starter from $24/month; seven-day free trial with no card required
Agency workflow: Isolated client workspaces, white-label reporting, and consolidated billing are available through the agency track
Data handling: Connected Google Search Console and Google Analytics access is read-only; Prefer says connected data is not sold or shared with other customers