Skip to main content

Documentation Index

Fetch the complete documentation index at: https://docs.getcited.in/llms.txt

Use this file to discover all available pages before exploring further.

The 2026 changelog covers the launch of Cited’s documentation site, the first Cited Index edition benchmarking 253 Indian brands, and platform tracking changes including Grok integration and AI Overview deprecation.

April 2026

Brand Intent editing refinements — April 27

Removed Regenerate button from Brand Intent — positioning is now fully user-controlled after initial AI seeding during onboarding. Added persistent recompute status banner, last-edited timestamp display, and discard changes button. See Configure positioning.

Target attributes self-serve editing — April 21

Brand owners can now view and edit their target attributes directly in Settings > Brand Intent. Changes trigger automatic recomputation of recommendation Impact Scores. A “Regenerate from AI” button re-extracts attributes from the brand intelligence brief, with a 24-hour cooldown per brand. Target attribute limit raised from 10 to 20. Full guide: Configure positioning

Brand-relative Impact Scoring (v3.0) — April 20

Impact Score semantics changed from universal to brand-relative. A score of 60 now means “60% of the maximum achievable impact for THIS brand’s current data maturity” rather than a universal 0-100 scale. Changes:
  • Brand-relative denominator ensures meaningful prioritization signal for brands at any data maturity level
  • Defensive Competitive Gap logic: dominant brands scored by proximity-to-vulnerability rather than distance-to-catch-up
  • Strategic alignment multiplier (1.5x) when recommendation matches declared brand positioning
  • Low-query-count safeguard prevents single-query gaps reaching HIGH on strategic boost alone
  • QV floor raised from 1 to 3 — zero-state brands no longer hit a structural ceiling
  • Visibility-based score floor removed (was artificially flattening tier distribution)
What to expect:
  • Existing recommendations recomputed once, no ongoing churn
  • Dominant brands may see most recommendations scored LOW — this reflects genuine low competitive urgency
  • Brands with populated brand_intent.target_attributes see strategic alignment boosts on approximately 75% of recommendations
Full methodology: How we score recommendation impact

Narrative competitor accuracy — April 19

Your AI Narrative now only references competitors you have explicitly declared in your brand profile. Previously, the AI summary could reference competitors inferred from claim content, occasionally surfacing inaccurate or irrelevant names. The new behavior anchors on your declared competitor list, with a clean fallback when no competitors are declared. We have also added an admin force-refresh capability to regenerate narrative profiles on demand — useful after major claim cleanups or before sales presentations.

Docs site launch — April 15

Cited’s documentation site launched at docs.getcited.in with 74 pages of substantive content covering five sections: Get Started (5 pages), Concepts (15 pages across Metrics, Foundations, and Platforms), Methodology (8 pages), Playbooks (5 pages), and Glossary (40 terms plus index). The site is built on Mintlify with auto-generated llms.txt and llms-full.txt for AI discoverability. All content passes a 24-check quality assurance process covering citability, docs structure, MDX validity, and voice accuracy.

Schema platform tradeoff documented — April 15

After production testing confirmed that Mintlify’s React Server Components pipeline does not support custom JSON-LD injection, Cited documented the limitation transparently and pivoted to relying on llms.txt, textual citability patterns, and clean HTML structure for LLM discoverability. See Schema markup and platform tradeoffs for the full rationale.

FAQ rendering migrated to native Accordion — April 15

All FAQ sections across the docs site were migrated from a custom FAQ MDX component to Mintlify’s native Accordion and AccordionGroup components. This provides proper expand/collapse interactivity and aligns with Mintlify’s supported component patterns.

March 2026

Cited Index — March 2026 edition published

The first edition of the Cited Index was published, covering 253 Indian brands across 8 categories (Travel and Luggage, Skincare and Beauty, Audio and Wearables, HR and Payroll, Credit Cards, Online Learning, CRM and Sales, Digital Payments). Benchmarks were computed from 740 LLM responses across 4 platforms (ChatGPT, Perplexity, Gemini, Claude) using 185 non-branded category prompts. Key finding: the median Indian brand has an 8% mention rate on non-branded category prompts. Top-quartile brands reach 16%.

Grok integration — March 2026

Grok was added as the fifth tracked platform via xAI’s Responses API with web_search tool. Grok is tracked on the main Cited platform for pilot brands but is not yet included in the Cited Index pipeline.

AI Overview tracking disabled — March 2026

Google AI Overview tracking via SerpAPI was disabled after testing showed approximately 3% prompt trigger rate in the India market. Historical AI Overview data is preserved. Tracking will be reconsidered as Google expands AI Overview coverage. See What we don’t do and why.