Changelog

Action Center

The dashboard's insight pane is now an Action Center that surfaces concrete, evidence-backed recommendations instead of generic strings. Cards are derived directly from your scan data:

• Lost prompts — prompts where a competitor wins on at least half the runs and you are mentioned on fewer than a quarter
• Citation gaps — domains that cite competitors three or more times but never cite you
• Sentiment risks — prompts where over 30% of your mentions are negative
• Underperforming LLMs — providers where your mention rate trails the average by 20 points or more

Each card includes an actionable next step (publish a comparison, get listed on the cited domain, etc.).

Query Fanouts

Take any seed prompt and expand it into 8 phrasing variants along persona, budget, geography, or output format dimensions. Click the new branch icon next to any prompt in /dashboard/prompts and SeenForAI will generate variants and link them back to the seed via parentPromptId. Falls back to deterministic templates when the LLM is unavailable, so it always works.

Topic Share of Voice

The Reports page now groups prompts by (intent, constraint dimension) and shows your SoV against the top competitor per topic — for example consideration · persona:smb or decision · budget:lt-100. Lets you see which buyer segments you're winning and which you're losing without needing a vector database.

Schema

prompt.parentPromptId was added (migration 0007) to track variant lineage. Existing prompts are unaffected.

SeenForAI is Live

If your brand isn't seen in AI-era search, you don't exist to your next customer. SeenForAI monitors your brand across 7 major AI platforms, tracking Share of Voice, sentiment, and citations — with daily automated scans.

7 AI Platforms at Launch

• ChatGPT (OpenAI)
• Claude (Anthropic)
• Gemini (Google)
• Perplexity
• Doubao (ByteDance)
• Kimi (Moonshot)
• DeepSeek

Three Plans

• Starter ($49/mo) — 1 brand, 50 prompts, 4 LLMs, daily refresh, weekly PDF report
• Growth ($149/mo) — 3 brands, 150 prompts, all 7 LLMs, Slack + email drop alerts
• Pro ($349/mo) — 10 brands, 500 prompts, hourly refresh, REST + webhook API, 99.9% uptime SLA

What You Get

Each dashboard shows Share of Voice trends, per-platform sentiment breakdowns, and which AI responses cite your website. Weekly PDF reports are delivered automatically to your inbox.

Authentication

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