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Will AI cite broker-marketplace.com?

AI Visibility Score, last checked 19 Sept 2026.

AI Visibility Score
37/100

Niche SaaS with minimal independent press; needs third-party reviews, comparison mentions, and Wikipedia presence to earn AI citations.

14/100
Entity authority
64/100
On-page

Low citation probability across all engines. While the platform owns its branded search and has social profiles, the third-party mentions found are primarily about healthcare/insurance broker marketplaces (data.healthcare.gov, cms.gov, Medicare brokers), not this mortgage SaaS product. AI engines require independent editorial coverage, software review sites, and comparison articles that specifically name Broker-marketplace as a mortgage tool—none of which are present in the current web footprint.

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)
18/100

The ten third-party domains found predominantly reference healthcare and insurance broker marketplaces (Healthcare.gov agent registration, Medicare broker platforms, CMS restrictions), not this mortgage loan officer SaaS product; only social profiles (Facebook, Instagram, YouTube) and one software directory mention (loannex.com) appear relevant, yielding minimal genuine share of voice for the mortgage platform.

Fix: Earn coverage in mortgage industry publications, get listed and reviewed on software comparison sites like Capterra or G2, secure mentions in loan officer community forums, and pursue case studies or press releases that independent mortgage news sites will cover.

Get tier-1 press placements · from $250
Knowledge Panel & entity clarity
22/100

No Google Knowledge Panel exists, and the generic term creates ambiguity (healthcare broker marketplaces dominate search results); the Organization schema with disambiguating description helps on-page, but engines lack third-party confirmation of a distinct mortgage-software entity.

Fix: Build consistent entity signals through Crunchbase, LinkedIn company page, and software directories; pursue press coverage that clearly identifies Broker-marketplace as a mortgage loan officer platform to help engines distinguish it from healthcare broker marketplaces.

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

No Wikipedia page exists for Broker-marketplace; the match found is the generic 'Marketplace' concept page, which provides zero reference-corpus presence for this specific brand.

Fix: Wikipedia pages require independent notability (significant press coverage in reliable sources); focus first on earning that coverage in mortgage industry trade publications, then consider whether notability guidelines are 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)
48/100

The page includes specific user testimonials with named loan officers and their companies, aggregate statistics (70.2k+ leads, $21.3B+ loans, 5.0 rating from 8 reviews), and a detailed feature breakdown across 22 tools; however, no original industry data, proprietary research, or unique statistics about the mortgage market that engines would cite as a source.

Fix: Publish original research such as surveys of loan officer productivity, analysis of mortgage lead conversion rates by channel, or benchmark data on marketing tool ROI that other sites and engines would reference as a primary source.

Publish a cite-worthy article on MarketSpy · $9.99 intro
Extractable structure (answer-first, lists, tables)
71/100

Clear answer-first hero section, well-organized feature sections with descriptive headings, structured FAQ with eight questions, and testimonials with named authors; the 22-tool breakdown uses consistent formatting and the page follows a logical hierarchy from value proposition through features to pricing.

Publish a cite-worthy article on MarketSpy · $9.99 intro
Freshness
55/100

Copyright footer shows 2026, and testimonial timestamps in JSON-LD indicate recent activity (2024-2025 dates in image URLs); however, no visible publication or last-updated date on the page itself, and no blog post dates or changelog to signal ongoing content refresh.

Fix: Add visible last-updated dates to the homepage and key pages, maintain a public changelog or 'What's New' section with dates, and ensure blog posts display publication dates prominently.

Technical eligibility (crawlable, AI bots allowed)
95/100

Server-rendered content with 1645 words visible to crawlers, no AI bot blocking detected in robots.txt (GPTBot, ClaudeBot, PerplexityBot all allowed), and the page is fully indexable; strong technical foundation for AI engine access.

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

Comprehensive JSON-LD present: Organization schema with disambiguating description, SoftwareApplication schema with pricing and aggregate rating, individual Review schemas with named authors and companies, WebSite schema; however, no named page author or editorial credentials for the content itself, and the reviews lack verifiable external links.

Fix: Add author schema with credentials for blog posts and resource pages, consider linking to verifiable review sources or third-party profiles, and ensure the Organization schema's sameAs property includes authoritative social profiles.

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.

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.

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.