GEO AUDIT  ·  BRAND-ONLY

Foresight.

A look at how Foresight 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.

Siteforesight.works
Where we lookedGoogle AI Overviews, US
Questions tested39 brand, category, and competitor queries
PreparedOctober 7, 2026  ·  by AUQ
AI Visibility Score
17
out of 100. Absent band. Foresight is cited in 4 of 39 AI answers. It shows up on Foresight. It is absent on Construction Scheduling, Construction Project Controls, Schedule Risk Analysis.
Verified AI Overview citations
4
Foresight's brand is cited in 4 of the 39 AI-answer queries we tested.
AI answer trigger rate
100%
Google's AI answer box fires on 39 of 39 tracked queries.
Citation rate when AI answers
10%
Share of AI-answer queries where the brand is actually quoted.
EXECUTIVE SUMMARY

Foresight scores 17 of 100 for AI Overview visibility. The work is closing the citation and identity gaps.

Foresight is cited in 4 of 39 AI answers. It shows up on Foresight. It is absent on Construction Scheduling, Construction Project Controls, Schedule Risk Analysis.

AI answers fire on 100% of tracked queries, yet Foresight is quoted in only 10% of them. When it does appear, it sits as a listed provider, rarely the lead source.

AI Visibility Score
17
Absent band
BarelyLowCompetitiveDominant
What's in the score
  • Your pages being quoted 35%10 / 100
  • Inclusion in category answers 25%13 / 100
  • How AI describes the brand 20%33 / 100
  • Topic coverage breadth 20%17 / 100
Work with AUQ

We don't hand you a report and walk away. We execute it.

AUQ is an execution team, not a consultancy. We ship the fixes, content, and citations this audit calls for — and we work month-to-month, so we re-earn the engagement every 30 days.

Start with a month → No long-term contracts
IDENTITY IN AI OVERVIEWS

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

What the brand says about itself

Construction Scheduling

Foresight | Predictive Project Delivery Foresight raises $25M Series A led by Macquarie Capital Venture Capital. Read more → Foresight raises $25M Series A led by Macquarie Capital Venture Capital. Read more → Foresight raises $25M Series Aforesight.works, 2026

Differentiators it leads with: Construction Scheduling, Construction Project Controls, Schedule Risk Analysis, Capital Project Delivery.

What Google's AI says

Recognized in AI answers for Foresight

Cited as a provider on Foresight queries.
Appears alongside youtube.com, reddit.com, procore.com.
The core gap
Foresight presents as construction scheduling, construction project controls, schedule risk analysis, capital project delivery, construction delay forecasting. AI Overviews cite it on Foresight and it is absent on Construction Scheduling, Construction Project Controls, Schedule Risk Analysis.
Words AI uses for the brand
Foresight
The brand's own pillars that AI omits
Construction SchedulingConstruction Project ControlsSchedule Risk AnalysisCited 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
ForesightOwnedcomparison
Construction SchedulingInvisiblepositioning
Construction Project ControlsInvisiblepositioning
Schedule Risk AnalysisInvisiblepositioning
Capital Project DeliveryInvisiblepositioning
Construction Delay ForecastingInvisiblepositioning
Buyer-journey coverage

Problem Aware. Overview queries: Foresight appears on 1 of 6 themes.

Solution Aware. Owned on Foresight; absent on Construction Scheduling, Construction Project Controls, Schedule Risk Analysis.

Alternatives. 1 themes name the brand without citing it; 34 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
39
100% of tracked queries trigger an AI Overview.
Times brand cited
4
10% citation rate when AI answers.
Total brand mentions
5
Across all observed AI responses.
Case Studies

This playbook has already worked. Here's the proof.

Executed by AUQ for B2B SaaS teams with the same gaps this audit found.

1,000+ Fraud.net AI citations earned in 6 months through GEO prompt research and content automation. Read the case study → +173% Microblink Organic traffic growth from technical SEO, content automation, and GEO-focused linkbuilding. Read the case study → +30,000 AKOOL Visits in 6 months via technical optimizations and content strategy we executed end-to-end. Read the case study → +200% DeepInfra Technical blog traffic growth from a blog redesign, author training, and SaaS linkbuilding. Read the case study →
Get results like these for Foresight → See all case studies
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 Foresight'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.

QueryForesight in the AI answerTop sources cited
best construction schedulingAbsentreddit.com, youtube.com, sitedrive.com
construction scheduling vendorsAbsentkolapp.com, planera.io, getapp.com
construction scheduling solutionsAbsentsmartpm.com, buildops.com, g2.com
construction scheduling softwareAbsentreddit.com, planera.io, outbuild.com
construction scheduling platformAbsentplanera.io, outbuild.com, touchplan.io
top construction scheduling providersAbsentmrtask.com, g2.com, thedigitalprojectmanager.com
construction scheduling comparisonAbsentreddit.com, meltplan.com, constrofacilitator.com
best construction project controlsAbsentprojectmanager.com, youtube.com, thedigitalprojectmanager.com
construction project controls vendorsAbsentpmaconsultants.com, spireconsultinggroup.com, consultaegis.com
construction project controls solutionsAbsentpmaconsultants.com, spireconsultinggroup.com, kahua.com
construction project controls softwareAbsentbluebeam.com, onindus.com, reddit.com
construction project controls platformAbsentineight.com, ascertra.com, smartpm.com
top construction project controls providersAbsentyoutube.com, icgmgroup.com, apmic.org
construction project controls comparisonAbsentabctn.org, banamind.ai, breeze.pm
best schedule risk analysisAbsenttensix.com, pmi.org, galorath.com
schedule risk analysis vendorsAbsentprojectcontrolsinstitute.com, planningplanet.com
schedule risk analysis solutionsAbsentthecmsolution.com, ssitools.com, youtube.com
schedule risk analysis softwareAbsentyoutube.com, safran.com, compassconsult.co
schedule risk analysis platformAbsentsafran.com, youtube.com, help-risk.lumivero.com
top schedule risk analysis providersAbsentguideflow.com, lumivero.com, emerald-associates.com
schedule risk analysis comparisonAbsentincertive.com, lexology.com, researchgate.net
best capital project deliveryAbsentinvestopedia.com, thecfoclub.com, deloitte.com
capital project delivery vendorsAbsenticma.org, sqmprojectdelivery.com, sysgenpro.com
capital project delivery solutionsAbsentdoc.arcgis.com, trimble.com, sourceforge.net
capital project delivery softwareAbsentyoutube.com, oracle.com, optimalitypro.com
capital project delivery platformCitedforesight.works, opengov.com, ineight.com
top capital project delivery providersAbsentminingandconstructionafrica.com, bdcnetwork.com, rebim.io
capital project delivery comparisonAbsentfmj.ifma.org, scribd.com, appa.org
best construction delay forecastingAbsentbuildots.com, jmco.com, youtube.com
construction delay forecasting vendorsAbsentalicetechnologies.com, track3d.ai, aibuildingtools.com
construction delay forecasting solutionsAbsentoffsitebuilder.com, buildots.com, struxhub.com
construction delay forecasting softwareAbsentbanamind.ai, buildots.com, prnewswire.com
construction delay forecasting platformAbsentlinarc.com, youtube.com, ifieldsmart.com
top construction delay forecasting providersAbsentbuildots.com, youtube.com, alicetechnologies.com
construction delay forecasting comparisonAbsentsciencedirect.com, researchgate.net, banamind.ai
alternatives to ForesightNamed, not citedfloridadrivingranges.com, playbetter.com, google.com
Foresight vs nPlanCitedsoftwareadvice.co.uk, nplan.io, youtube.com
Foresight vs ALICE TechnologiesCitedtechachievemedia.com, cbinsights.com, alicetechnologies.com
Foresight vs SmartPMCitedcbinsights.com, builtworlds.com, albersmanagement.com
THREE FINDINGS THAT MATTER
01

The brand is missing from 90% of AI-answer queries

Foresight is cited in 4 of the 39 AI answers we triggered.

02

AI misreads the category

Foresight presents as construction scheduling, construction project controls, schedule risk analysis, capital project delivery, construction delay forecasting. AI Overviews cite it on Foresight and it is absent on Construction Scheduling, Construction Project Controls, Schedule Risk Analysis.

TOP THREE MOVES
01

Win presence on Construction Scheduling

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.com26Cited on 26 of the queries we tested.
reddit.com12Cited on 12 of the queries we tested.
procore.com11Cited on 11 of the queries we tested.
linkedin.com10Cited on 10 of the queries we tested.
alicetechnologies.com9Cited on 9 of the queries we tested.
oracle.com8Cited on 8 of the queries we tested.
banamind.ai8Cited on 8 of the queries we tested.
outbuild.com7Cited on 7 of the queries we tested.
planera.io6Cited on 6 of the queries we tested.
smartpm.com6Cited on 6 of the queries we tested.
Reading
Independent listicles, communities, and rival explainers win the citations Foresight 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 Foresight on the queries where it is absent. Observed, not chosen.

PeerHow AI frames it
youtube.comCited on 26 of the tested queries.
reddit.comCited on 12 of the tested queries.
procore.comCited on 11 of the tested queries.
linkedin.comCited on 10 of the tested queries.
alicetechnologies.comCited on 9 of the tested queries.
oracle.comCited on 8 of the tested queries.
banamind.aiCited on 8 of the tested queries.
outbuild.comCited on 7 of the tested queries.
Key observation
youtube.com is the most-cited source across the queries Foresight 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 Construction Scheduling, Construction Project Controls, Schedule Risk Analysis.
  • 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.