What the Data Says
04
Findings, in order of impact.
Every finding traces to a specific data point and a named failure mode. We share the raw audit files with any prospect that moves to a call.
Critical
Slogan-first opener on the homepage - 325M+ stat is present, but the third sentence, not the first.
Premonition is the rare audit where the data is on the page - 325M+ cases, 13 countries, 3,124+ courts, 30.7% average win-rate improvement, 8-12% litigation-spend savings on /insurance. But the homepage leads with "A very, very unfair advantage" and "Because losing is expensive" before getting to the definition. A retriever extracting the first chunk indexes the slogan, not the proof. Princeton GEO (KDD 2024) measured +41% on Quotation and +31% on Statistics; Premonition has the statistics, they just aren't first.
Critical
Zero JSON-LD schema across 40 pages. No Organization, no sameAs hub.
premonition.ai ships no structured data. No Organization with the awards (National Law Journal AI Leader 2018, Top 100 Most Disruptive Legal Companies 2017) marked up as award. No SoftwareApplication on /application. No Article on the 14 /media/ posts. Zero sameAs links to CNBC / Bloomberg / Forbes coverage, Crunchbase, LinkedIn, or any of the trade publications the /about page lists. Vendor research suggests schema lifts citation 2.5-3.2× (Frase, Schema App); Search/Atlas (n=3) found no correlation. Treat schema as the entity baseline AI engines need to disambiguate "Premonition" from the unrelated companies sharing the name, not a guaranteed lever.
High Impact
13+ /blog/* URLs return 404 - the /media/ archive moved but the old paths weren't redirected.
Every legacy /blog/2018-*, /blog/2019-*, and /blog/2021-* URL we crawled returns the site's 404 template, while the same content lives - and resolves - at /media/.... National Law Journal, Insurance Research Letter, and Robin Hanson podcast pages are all affected. Every external backlink to the old paths is wasted; every cached AI-engine reference to the old URLs lands on 404. Easy fix: 301-redirect each /blog/<slug> to /media/<slug>.
High Impact
No off-site footprint AI engines treat as authoritative for legal analytics.
Perplexity's legal-analytics answers cite G2, CB Insights, Villanova, Harvard, SSRN, Thomson Reuters, and category peers (Trellis, Pre/Dicta, Nexlaw). Premonition appears in none of the directories or listicles AI engines actually pull from - no G2 profile for litigation analytics, no Capterra entry, no CB Insights tag, no inclusion in the ACC (Association of Corporate Counsel) tech directory, no recent Lawnext or Above the Law write-up. The awards on /about (National Law Journal, AL 100, Predictive Analytics Today) are real, but the engines don't see them - the pages those awards live on don't link back to premonition.ai. Hallam Agency's analysis suggests unlinked brand mentions correlate with AI visibility roughly 3:1 over backlinks; Premonition has the mentions historically but not the persistent directory anchors.
Moderate
llms.txt is well-built but most-recent media post is from 2021.
The 69 KB llms.txt at /llms.txt is properly formatted and lists every page with descriptions - better than 99% of sites we audit. llms.txt impact is contested in our source brief (Google has stated they don't read it; SE Ranking and others recommend it anyway). Treat the existing file as low-cost optionality. The bigger freshness issue: the newest /media/ post is from July 2021 - five years of silence on a category (legal AI, predictive analytics) that has moved fast. Princeton GEO's freshness signal favors recently-dated content; Premonition's archive reads as a company that stopped publishing in 2021.
CRM Magnetics
