GEO AUDIT  ·  BRAND-ONLY

Jedify.

A look at how Jedify is described, positioned, and quoted inside Google's AI Overviews, the AI answer box at the top of search results, and where the brand shows up versus goes missing.

Sitejedify.com
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedAugust 17, 2026  ·  by AUQ
AI Visibility Score
13
out of 100. Absent band. Jedify is cited in 4 of 37 AI answers. It shows up on Jedify. It is absent on Context Graph, Enterprise Ai Data Layer, Knowledge Graph For Ai.
Verified AI Overview citations
4
Jedify's brand is cited in 4 of the 37 AI-answer queries we tested.
AI answer trigger rate
95%
Google's AI answer box fires on 37 of 39 tracked queries.
Citation rate when AI answers
11%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Jedify scores 13 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Jedify is cited in 4 of 37 AI answers. It shows up on Jedify. It is absent on Context Graph, Enterprise Ai Data Layer, Knowledge Graph For Ai.

AI answers fire on 95% of tracked queries, yet Jedify is quoted in only 11% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
13
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • How often AI answers appear95 / 100
  • Inclusion in category answers11 / 100
  • Quality of placement when cited50 / 100
  • How AI describes the brand17 / 100
  • Topic coverage breadth17 / 100
  • Your pages being quoted11 / 100
IDENTITY IN AI OVERVIEWS

How the brand describes itself, and how Google's AI describes it.

What the brand says about itself

Context Graph

Jedify: The Context Graph for Enterprise AI Skip to content Jedify announces $24M Series A to deliver the Context Graph for enterprise AI Platform Close Platform Open Platform Platform overview An autonomous context graph that connects to ajedify.com, 2026

Differentiators it leads with: Context Graph, Enterprise AI Data Layer, Knowledge Graph For AI, Data Unification.

What Google's AI says

Recognized in AI answers for Jedify

Cited as a provider on Jedify queries.
Appears alongside youtube.com, atlan.com, neo4j.com.
The core gap
Jedify presents as context graph, enterprise AI data layer, knowledge graph for AI, data unification, AI grounding. AI Overviews cite it on Jedify and it is absent on Context Graph, Enterprise Ai Data Layer, Knowledge Graph For Ai.
Words AI uses for the brand
Jedify
The brand's own pillars that AI omits
Context GraphEnterprise Ai Data LayerKnowledge Graph For AiCited source on vendor and comparison queries
CONTENT AND ENTITY COVERAGE

The topics that matter to the brand, and where it shows up in AI answers today.

See the full query-by-query breakdown →

TopicPresence in AI answersBuyer intent
JedifyOwnedcomparison
Context GraphInvisiblepositioning
Enterprise Ai Data LayerInvisiblepositioning
Knowledge Graph For AiInvisiblepositioning
Data UnificationInvisiblepositioning
Ai GroundingInvisiblepositioning
Buyer-journey coverage

Problem Aware. overview queries: Jedify appears on 1 of 6 themes.

Solution Aware. Owned on Jedify; absent on Context Graph, Enterprise Ai Data Layer, Knowledge Graph For Ai.

Alternatives. 0 themes name the brand without citing it; 33 queries answer without it at all.

AI OVERVIEW PERFORMANCE

Where the brand shows up in Google's AI, and the high-value queries it is missing.

See all queries we tested →

Tracked keywords
39
Brand, category, and comparison queries analyzed.
AI answers fired
37
95% of tracked queries trigger an AI Overview.
Times brand cited
4
11% citation rate when AI answers.
Total brand mentions
4
Across all observed AI responses.
QUERIES WE TESTED

Every query we ran against Google's AI Overview, and what we found.

39 queries across branded, positioning, and comparison intent. "Cited" means Jedify's own domain is a source in the AI answer. "Named, not cited" means the brand is mentioned but is not the source. "Absent" means the AI answered without it.

QueryTypeJedify in the AI answerTop sources cited
best context graphPositioningAbsentglean.com, atlan.com, falkordb.com
context graph vendorsPositioningAbsentbarc.com, verdantix.com, glean.com
context graph solutionsPositioningAbsentneo4j.com, harness.io, youtube.com
context graph softwarePositioningAbsentglean.com, youtube.com, harness.io
context graph platformPositioningAbsentglean.com, trustgraph.ai, neo4j.com
top context graph providersPositioningAbsentverdantix.com, atlan.com, youtube.com
context graph comparisonPositioningAbsentneo4j.com, promethium.ai, linkedin.com
best enterprise ai data layerPositioningAbsentbubble.io, puppygraph.com, stackai.com
enterprise ai data layer vendorsPositioningAbsentsoftware.strategy.com, cdata.com, useparagon.com
enterprise ai data layer solutionsPositioningAbsentdenodo.com, scale.com, snowflake.com
enterprise ai data layer softwarePositioningNo AI answer
enterprise ai data layer platformPositioningAbsentdenodo.com, scale.com, oracle.com
top enterprise ai data layer providersPositioningAbsentatlassystems.com, bubble.io, stackai.com
enterprise ai data layer comparisonPositioningAbsentsolutionsreview.com, scale.com, f5.com
best knowledge graph for aiPositioningAbsentreddit.com, medium.com, neo4j.com
knowledge graph for ai vendorsPositioningNo AI answer
knowledge graph for ai solutionsPositioningAbsentibm.com, medium.com, youtube.com
knowledge graph for ai softwarePositioningAbsentreddit.com, turing.ac.uk, glean.com
knowledge graph for ai platformPositioningAbsentibm.com, reddit.com, glean.com
top knowledge graph for ai providersPositioningAbsentverdantix.com, getgalaxy.io, youtube.com
knowledge graph for ai comparisonPositioningAbsentatlan.com, reddit.com, puppygraph.com
best data unificationPositioningAbsentlearn.microsoft.com, dremio.com, cometly.com
data unification vendorsPositioningAbsentprofisee.com, tamr.com, reltio.com
data unification solutionsPositioningAbsenttamr.com, reltio.com, data-axle.com
data unification softwarePositioningAbsentpiano.io, reltio.com, cometly.com
data unification platformPositioningAbsentreddit.com, profisee.com, reltio.com
top data unification providersPositioningAbsentunifygtm.com, reltio.com, cdp.com
data unification comparisonPositioningAbsentprofisee.com, reltio.com, apix-drive.com
best ai groundingPositioningAbsentodsc.medium.com, youtube.com, decagon.ai
ai grounding vendorsPositioningAbsentdigiday.com, forrester.com, cloud.google.com
ai grounding solutionsPositioningAbsentdocs.cloud.google.com, decagon.ai, you.com
ai grounding softwarePositioningAbsentcastsoftware.com, decagon.ai, k2view.com
ai grounding platformPositioningAbsentdocs.cloud.google.com, you.com, decagon.ai
top ai grounding providersPositioningAbsentbrave.com, firecrawl.dev, cdotrends.com
ai grounding comparisonPositioningAbsentdecagon.ai, sweepr.com, monday.com
alternatives to JedifyComparisonCitedjedify.com, linkedin.com, startuphub.ai
Jedify vs StardogComparisonCitednorwest.com, blocksandfiles.com, puppygraph.com
Jedify vs PalantirComparisonCitednorwest.com, linkedin.com, jedify.com
Jedify vs DatabricksComparisonCitedjedify.com, myriade.ai, reddit.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 89% of AI-answer queries

Jedify is cited in 4 of the 37 AI answers we triggered.

02

AI misreads the category

Jedify presents as context graph, enterprise AI data layer, knowledge graph for AI, data unification, AI grounding. AI Overviews cite it on Jedify and it is absent on Context Graph, Enterprise Ai Data Layer, Knowledge Graph For Ai.

TOP THREE MOVES
01

Win presence on Context Graph

Impact high · effort medium · 30 to 60 days

02

Convert named-not-cited queries into citations

Impact medium · effort low · 0 to 30 days

03

Earn placement in the third-party listicles AI cites

Impact high · effort medium · 30 to 90 days

WHERE GOOGLE'S AI GETS ITS ANSWERS

The sources Google's AI cites in this category, and what it tells you about earning citations.

Domain AI citesPagesContext
youtube.com28Cited on 28 of the queries we tested.
atlan.com12Cited on 12 of the queries we tested.
neo4j.com12Cited on 12 of the queries we tested.
medium.com8Cited on 8 of the queries we tested.
glean.com7Cited on 7 of the queries we tested.
reddit.com7Cited on 7 of the queries we tested.
ovaledge.com6Cited on 6 of the queries we tested.
dremio.com6Cited on 6 of the queries we tested.
reltio.com6Cited on 6 of the queries we tested.
salesforce.com6Cited on 6 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Jedify is missing. Earning AI citation on the invisible themes means placement on those third-party pages, not only owning its own glossary.
AI-REVEALED PEERS

The competitive set drawn by Google's AI itself. Observed, not chosen.

See which queries each peer won →

Brands and domains Google's AI cites in place of Jedify on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 28 of the tested queries.
atlan.comCited on 12 of the tested queries.
neo4j.comCited on 12 of the tested queries.
medium.comCited on 8 of the tested queries.
glean.comCited on 7 of the tested queries.
reddit.comCited on 7 of the tested queries.
ovaledge.comCited on 6 of the tested queries.
dremio.comCited on 6 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Jedify is missing.
90-DAY ROADMAP

Three sprints from first wins to compounding category presence.

Month 1  ·  Days 1 to 30
  • Publish solution and comparison pages for Context Graph, Enterprise Ai Data Layer, Knowledge Graph For Ai.
  • Build linkable comparison assets so AI Overviews can cite the brand's own domain.
Month 2  ·  Days 31 to 60
  • Earn placement in third-party best-of listicles and review sites the AI cites.
  • Seed community and review presence where AI Overviews pull trust signals.
Month 3  ·  Days 61 to 90
  • Expand owned comparison content across decision-stage queries.
  • Re-audit to confirm invisible themes move to cited and track citation share.