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Will AI cite draftmo.com?

AI Visibility Score, last checked 25 Aug 2026.

AI Visibility Score
14/100

Niche Christian software with minimal third-party mentions and blocked AI crawlers—invisible to ChatGPT, severely limiting citation potential.

8/100
Entity authority
21/100
On-page

Extremely unlikely to be cited by ChatGPT, Claude, or Perplexity because GPTBot is blocked in robots.txt, making the site invisible to ChatGPT's training and real-time crawlers. Even if crawlable, the brand has virtually no independent web presence—only one genuine third-party mention (Ko-fi donation page) means AI models have no corroborating evidence this entity exists or is authoritative.

Entity authority

How much AI already trusts you across the web — the biggest driver of citations, and the hardest to DIY.

Brand mentions & press (share of voice)
8/100

Only one genuine third-party domain mentions Draftmo (ko-fi.com donation page); the other four results are false matches about unrelated topics (SAP drafts, legal documents, sports drafts).

Fix: Earn editorial mentions by contributing to Christian tech blogs, getting reviewed on ministry software comparison sites, appearing in pastor resource roundups, or being featured in denominational newsletters—AI models need independent proof you exist.

Get tier-1 press placements · from $250
Knowledge Panel & entity clarity
15/100

No Google Knowledge Panel and no recognizable entity footprint; the brand owns its exact-match search but has no third-party validation that establishes it as a known entity.

Fix: Build entity signals by securing a Wikidata entry (if notable), consistent mentions across Christian software directories, and structured citations in ministry resource databases.

Get a Google Knowledge Panel · from $650
Wikipedia & reference-corpus presence
0/100

No Wikipedia page and no presence in reference corpora that AI models heavily rely on for religious or educational software topics.

Fix: Wikipedia requires independent notability (multiple non-trivial press mentions); focus first on earning coverage in Christian tech publications, then consider whether notability threshold is met.

Get a Wikipedia page · $4,000, money-back

On-page extractability

How easily AI can read, understand, and quote this specific page.

Information gain (original data & quotes)
12/100

Homepage offers only a tagline and navigation links—no original data, user testimonials, case studies, or unique insights about scripture-aware note-taking that would be cite-worthy.

Fix: Publish original research on how pastors prepare sermons digitally, share anonymized usage statistics, or provide unique theological insights on scripture integration—give AI models something they cannot find elsewhere.

Publish a cite-worthy article on MarketSpy · $9.99 intro
Extractable structure (answer-first, lists, tables)
18/100

Homepage is essentially a navigation shell with 45 visible words, one heading, and no answer-first content, lists, or tables—nothing for AI to extract and cite.

Fix: Add an answer-first section explaining what Draftmo is, how it works, and who it serves; include a feature comparison table, FAQ list, or step-by-step use cases in extractable format.

Publish a cite-worthy article on MarketSpy · $9.99 intro
Freshness
25/100

No visible publication or update dates on the homepage; AI models cannot determine if information is current or stale.

Fix: Add a visible last-updated date to the homepage and regularly refresh it when features change; consider a changelog or news section with timestamped entries.

Technical eligibility (crawlable, AI bots allowed)
5/100

Robots.txt explicitly blocks GPTBot, making the site completely invisible to ChatGPT for training and real-time retrieval—this is a critical self-inflicted barrier to AI citation.

Fix: Remove the GPTBot block from robots.txt immediately unless you have a specific reason to hide from ChatGPT; also verify ClaudeBot, PerplexityBot, and other AI crawlers are allowed.

Schema & on-page E-E-A-T
62/100

Solid JSON-LD with Organization, WebSite, and SoftwareApplication schemas, plus contact details—but no named individual author or credentials, and schema alone does not drive citation.

Publish a cite-worthy article on MarketSpy · $9.99 intro

What to fix, ranked by impact

Highest-leverage first. Purple/green = Essentras can do it for you; grey = a do-it-yourself win.

Unblock AI crawlers in robots.txtDIY

robots.txt currently blocks GPTBot — those engines cannot see you at all. Remove the Disallow for them.

Tier-1 press placementsfrom $250

Being named on independent, trusted publications is the strongest correlate of AI citation — it beats backlinks and domain authority. This is the #1 lever.

Fix this →
Business Insider / Yahoo / AP News bundle$840 (was $1,860)

Three tier-1 outlets AI engines already read and cite — the fastest way to build the third-party mentions AI weighs most.

Fix this →
Google Knowledge Panelfrom $650

A Knowledge Panel is how Google and AI Overviews confirm you are a real entity worth citing.

Fix this →
Wikipedia page creation$4,000, money-back

Wikipedia is ~48% of ChatGPT’s cited sources. With no page, AI has no canonical reference to cite about you.

Fix this →
MarketSpy placement ($9.99 intro)$9.99

A professional, AI-indexed article about you on a real outlet — the fastest, cheapest way to give assistants something concrete to quote.

Fix this →
Add original data or a direct quoteDIY

Information gain is the top causal on-page lever (+22-41% in controlled tests). Add a stat, benchmark, or quote no other page has — restating consensus barely helps.

Make it answer-first and extractableDIY

Lead each section with a 1-3 sentence direct answer, then a list or real table. One heading = one question. AI can only cite what it can cleanly extract.

Show a real, recent update dateDIY

AI-cited content is ~26% fresher on average; Perplexity leans hardest on recency. Refresh commercial pages every 60-90 days with a genuine last-updated date.

Don’t waste time on

  • Obsessing over schema / JSON-LD. Controlled before/after tests show it has no causal lift on AI citations. Keep it for normal Google rich results, but do not over-invest expecting AI to cite you because of it.
  • Adding an llms.txt file. AI crawlers do not read it (Google confirmed; ~0.1% of AI-bot requests hit it). It is speculative, not a ranking factor.
  • Chasing word count. Correlation between length and AI citation is ~0.04 (basically none). Originality and structure beat length every time.

How to fix this fast

AI barely sees you. The fastest fix is a citation on a source it already trusts.

We write and publish a professional article about you on a real, AI-cited outlet, indexed by Google and citeable by ChatGPT, Claude and Perplexity. Get your first placement for $9.99.

Check any URL free at essentras.com/tools/ai-visibility-score.