Perplexity ModelSonarAI SEOCitations

Sonar: What It Is and How It Affects AI Search Visibility

Sonar is Perplexity's own lightweight search model and the workhorse behind its default search experience. Perplexity trained it specifically to enhance answer factuality and readability for the default search mode, and it grounds every answer in live web retrieval with numbered citations to sources.

Sonar explained for AI search visibility, by Anshul Rana

Sonar Key Facts

Released
API launch January 2025; retrained consumer version February 11, 2025
Context window
128K tokens
Modalities
Text; file attachments supported since September 2025
Perplexity docs and changelog
Status
Active; continuing on the Agent API as the legacy Chat Completions API sunsets September 27, 2026
Perplexity docs
Role
Optimized for Perplexity's default search mode
Perplexity announcement
Citations
Numbered citations linking to original sources on every answer
Official documentation

What Sonar Is Used For

Sonar is what most Perplexity answers run on. Perplexity's help center describes the default model as optimized for quick searches and web browsing, available to free and Pro users, and the Meet the new Sonar post confirms Sonar was further trained for exactly that default search mode. Free users get the default plus limited Pro searches; the Best mode picks a model per query.

On the developer side, Sonar is the entry model of the API: web-grounded chat completions with citations and structured search results in every response.

Retrieval and Citation Behaviour

Perplexity describes its pipeline plainly: it searches the internet in real time, reads authoritative sources, summarizes them, and attaches numbered citations linking to the originals, per its how it works page. API responses carry a citations array and structured search results, per the Sonar overview.

That makes Perplexity the most citation-transparent engine you can optimize for. Every answer publishes its source list, which is both the scoreboard and the study material: run your customer queries, read who got cited, and reverse-engineer why.

How to Be Visible When Sonar Handles the Query

These are the actions justified by my Perplexity SEO guide, in priority order for the default search model.

Related Perplexity Models

Frequently Asked Questions

What model does Perplexity use by default?
Perplexity's default search runs on its own model, optimized for quick searches and web browsing and available to free and Pro users. Sonar was specifically further trained for this default search mode, per Perplexity's announcement.
How does Sonar choose which sites to cite?
Perplexity searches the web in real time, reads what it describes as authoritative sources, and cites the pages it drew from with numbered links. Fresh, answer-shaped, accessible pages with consistent facts win those slots.
Is Sonar being discontinued?
No. The legacy Sonar Chat Completions API sunsets on September 27, 2026 in favor of the Agent API, but Sonar itself continues, listed as Perplexity's own model on the Agent API models page.
Can I see why my site was or was not cited?
Directly, no, but every answer publishes its full source list, which is unusually transparent. Comparing cited pages against yours for freshness, structure and directness is the fastest diagnostic in AI SEO.
Anshul Rana, AI SEO, AEO and GEO specialist

Anshul Rana

AI SEO, AEO & GEO Specialist · Top Rated Plus on Upwork

I am an AI SEO, AEO and GEO specialist with 8+ years of experience helping businesses get found on Google and AI platforms like ChatGPT, Gemini, Claude and Perplexity. Top Rated Plus on Upwork with a 100% Job Success Score and 1,000+ websites optimized, working with clients across the US, the UK, Australia and India. I run The Digital Geek for agency-level engagements.

Sources

Every fact on this page comes from Perplexity's own documentation and announcements, listed below and linked inline where each fact appears.

  1. Perplexity: Meet the new Sonar
  2. Perplexity: Sonar model documentation
  3. Perplexity: how Perplexity works
  4. Perplexity: default model help article
  5. Perplexity: Sonar API overview
  6. Perplexity: Agent API models

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