Robyn Carr Brand Score: 73/100 - Brand-Ready tier

New York Times Bestselling Author

Robyn Carr (robyncarr.com) scores 73 out of 100 on Brand Analyzer, placing it in the Brand-Ready tier among Media & Entertainment brands, in the 37th percentile of 35006 Media & Entertainment brands.

AI Snapshot

Robyn Carr is an American author and New York Times bestseller who has written more than fifty novels. She is best known for the Virgin River and Sullivan's Crossing series, both centered on small-town romance and drama. These series have been adapted into television shows, extending her reach beyond print readers to television audiences who enjoy character-driven, small-town storytelling.

Key facts about Robyn Carr
Brand NameRobyn Carr
Domainrobyncarr.com
IndustryMedia & Entertainment
Main CompetitorsDebbie Macomber (73/100), Nora Roberts (75/100), Kristin Hannah (72/100), Susan Mallery (77/100), Jodi Thomas (69/100)

Evidence

Moz Domain Authority 44/100 vs category average 50 / leader 100 - limited third-party links, so AI systems rarely encounter mentions of the brand.

Ranked #3,976,604 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.

Robyn Carr appears on Wikipedia but without a dedicated company entity, so AI models can confuse it with similarly named subjects.

The homepage meta description reads "Robyn Carr is a NYT bestselling author of over fifty novels. She is the writer of the Virgin River and Sullivan" (Meta description: 21 words (ideal length). OG description present and descriptive) - this is the summary AI engines are most likely to quote.

Structured data on the homepage: 1 JSON-LD block(s), Breadcrumb/Website schema, og:title, og:description, og:type, Twitter cards, canonical. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.

AI-crawler access: robots.txt present, no AI bot restrictions - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.

Detected tech stack: PHP, Cloudflare, WordPress, Ghost.

Social footprint: verified profiles on Facebook, X (Twitter), Instagram; no detected presence on LinkedIn, YouTube, GitHub - consistent profiles reinforce the brand's identity across the web.

0 Reddit mentions - community discussion signals real-world reputation to AI models.

Does AI know Robyn Carr?

Live results from asking a general-purpose AI assistant about the brand, checked October 2026.

When asked "What is Robyn Carr?", Claude could identify the brand as of October 2026. Robyn Carr is a bestselling American author known for contemporary romance and women's fiction, most famous for her Virgin River series set in a small Northern California town. Best known for The Virgin River book series, which was adapted into a popular Netflix show.

When asked "Best brands similar to Robyn Carr?", Claude would recommend Robyn Carr as of October 2026. She's a well-known, bestselling romance novelist whose Virgin River series has broad name recognition, especially after the Netflix adaptation.

People Also Ask About Robyn Carr

Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.

Who are Robyn Carr's main competitors?

Robyn Carr's main competitors in Media & Entertainment: Debbie Macomber (73/100), Nora Roberts (75/100), Kristin Hannah (72/100), Susan Mallery (77/100), Jodi Thomas (69/100).

Sources: Brand Analyzer scan

What products or services does Robyn Carr offer?

Robyn Carr offers novels, including the Virgin River series and the Sullivan's Crossing series, which fall within the romance and drama genres and feature small-town, character-driven narratives.

Sources: Robyn Carr official site

What is Robyn Carr?

Robyn Carr is an American writer, specifically a New York Times bestselling novelist who has authored over fifty novels, primarily in the romance and drama genres.

Sources: Robyn Carr official site

What does Robyn Carr do?

Robyn Carr writes novels, most notably the Virgin River and Sullivan's Crossing series, which feature small-town settings, character-driven plots, and themes of romance and drama. Her work has also been adapted into television series.

Sources: Robyn Carr official site

What is Robyn Carr known for?

Robyn Carr is best known for creating the Virgin River and Sullivan's Crossing book series, both of which have been adapted into popular television shows, bringing her storytelling to a wider screen audience.

Sources: Robyn Carr official site

Does ChatGPT recommend Robyn Carr?

Robyn Carr scores 45/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Media & Entertainment options. Recommendation depends on crawlability, structured data, and category authority; a Wikipedia presence helps.

Sources: Robyn Carr official site

How can Robyn Carr improve its AI discoverability?

Robyn Carr can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.

Sources: Robyn Carr official site

Who uses Robyn Carr?

Robyn Carr's work is read by fans of romance and drama fiction, particularly those drawn to small-town settings and character-driven stories, as well as viewers of the television adaptations of Virgin River and Sullivan's Crossing.

Sources: Robyn Carr official site

Recommendations

AI visibility

Robyn Carr scores 39/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.

Robyn Carr has a weak AI-visibility profile at 39/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (45/100) and its weakest is visibility (35/100). It benefits from a Wikidata knowledge-graph entry, a global traffic rank of #3,976,604 (Tranco) and a Moz Domain Authority of 44/100. The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, thin schema.org structured data and no llms.txt to steer AI to its best pages. In a live check, Claude could already identify Robyn Carr from memory (October 2026) - a sign these signals are paying off.

Visibility - 35/100

Trust - 40/100

Recommendation likelihood - 45/100

Score breakdown - 7 dimensions

The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.

Peer brands

Ranked closest to Robyn Carr: Robinsons Malls (73/100), Robert Mann Gallery (73/100), ROCK ANTENNE (73/100), Rockland Radio (73/100).

A step up - brands to learn from: Zoom (81/100), Znews (81/100).

Category leader: Change.org (97/100).

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