The Origin Point Coffee Group

Search and answer engines

Search & AEO

How Group performs when a buyer looks for coffee - in a search box and, increasingly, in an AI assistant. Organic trading is measured for 21 Sept 2026 to 18 Oct 2026; visibility, readiness and technical scores are the current state of the estate.

Organic revenue

$66,603

10.0% of online revenue, no media cost
AI answer visibility

55%

Cited in 7% of monitored prompts
AEO readiness

55/100

Weighted across entity, schema, content, citations, crawl and freshness
Uncaptured demand

$1,770,174

112.2K searches a month, 8 terms with no ranking page

Visibility by answer engine

Share of monitored prompts where a Group brand appears, and where it is actually cited as a source

EnginePromptsVisibilityCitedAvg positionSentimentWoWRead
Google AI Overviews
Highest volume surface and the one that removes classic organic clicks fastest
420
57%
24%0.8Positive+5.6%Watch
ChatGPT search
Recommendation intent, cites retailer and review pages more than brand pages
420
42%
18%2.8Positive+5.3%Off track
Perplexity
Cites structured comparison content, currently favours independent roasters
300
41%
10%2.0Neutral+10.8%Off track
Google Gemini
Leans on the Knowledge Graph, so entity consistency is the lever
300
32%
13%0.8Mixed-5.2%Off track
Microsoft Copilot
Smaller volume in AU but growing inside enterprise accounts
180
26%
9%1.7Neutral+8.4%Off track
Claude
Cites owned documentation and editorial rather than product pages
180
26%
7%2.3Neutral+11.6%Off track

AEO readiness

What decides whether a model quotes the Group or a competitor

Entity consistency56 / 100 · 20% weight

Name, address and brand relationships differ between the three brand sites, Google Business Profiles and directories

Structured data coverage51 / 100 · 20% weight

Product markup is partial, Organisation and Breadcrumb are missing on two of three sites

Answer-first content48 / 100 · 20% weight

Pages lead with brand narrative, not with the extractable answer a model can lift

Citation footprint50 / 100 · 15% weight

Few mentions on the review and comparison sources these engines actually cite

Crawlability for AI agents79 / 100 · 10% weight

GPTBot and PerplexityBot are allowed, but key templates render client side

Freshness signals58 / 100 · 15% weight

Published and modified dates are inconsistent, which suppresses recency weighting

Prompt clusters

The questions buyers actually ask assistants, and who gets cited today

Prompt clusterPromptsVisibilityCompetitor citedOpportunity
Best coffee beans to buy in Australia
Publish a maintained, dated buying guide with explicit criteria and prices
8641%Independent roasterHigh
Best coffee subscription
Comparison page with plan, price, roast date and skip policy in structured markup
6433%Subscription pure playHigh
Where to buy single origin coffee
Origin pages per lot, with harvest, altitude and cupping score as facts
5253%MarketplaceMedium
Wholesale coffee supplier for cafés
Service page per state with equipment, training and lead times stated plainly
4466%Regional supplierHigh
Office coffee solutions
ABC enterprise page answering machines, service SLA and per-cup cost
3827%Equipment resellerHigh
How to choose a coffee grinder
Already cited, extend with a comparison table that engines can lift
3473%PublisherLow
Coffee roasters in Melbourne
LocalBusiness markup and consistent NAP across all Padre venues
2981%Local directoryMedium
Sustainable and direct trade coffee
Publish sourcing data as a citable, dated dataset rather than brand copy
2634%Certification bodyMedium

Uncaptured commercial demand

Terms with real buying intent where the Group has no ranking page, sized on annual revenue at current conversion and basket

TermIntentMonthly searchesDifficultyCurrent rankCurrently held byRevenue at stake
specialty coffee beans online
Build a dedicated commercial landing page
Transactional27,10031Not rankingIndependent roaster$588,499
coffee subscription australia
Build a dedicated commercial landing page
Commercial22,20034Not rankingIndependent roaster$333,756
single origin coffee
Build a dedicated commercial landing page
Transactional14,80026Not rankingIndependent roaster$321,394
wholesale coffee supplier
Build a dedicated commercial landing page
Commercial9,90024Not rankingRegional supplier$148,837
espresso beans for home
Build a dedicated commercial landing page
Transactional6,60019Not rankingIndependent roaster$143,324
best coffee beans australia
Brief a guide, then link it into the matching collection
Informational18,10038Not rankingMarketplace$105,823
coffee beans melbourne
Build a dedicated commercial landing page
Commercial5,40029Not rankingLocal café group$81,184
office coffee machine hire
Brief a guide, then link it into the matching collection
Informational8,10022Not rankingEquipment reseller$47,357

Technical health

What is currently suppressing both classic ranking and AI extraction

CheckNowTargetRead
Largest contentful paint (field)
Ranking and conversion on mobile product templates
3.1sUnder 2.5sOff track
Interaction to next paint
Filtering and variant selection on collection pages
227msUnder 200msWatch
Cumulative layout shift
Late loading promo bars pushing the add to cart button
0.11Under 0.10Watch
Indexable share of published pages
Faceted URLs and expired lots consuming crawl budget
83%Over 90%Watch
Orphan pages
Product and lot pages with no internal link path
900Off track
Duplicate or templated titles
Cannibalisation between roast size variants
360Off track
Thin pages under 300 words
Suppresses both classic ranking and answer engine extraction
65Under 20Off track
XML sitemap coverage
New lots are discovered days later than they should be
89%100%Watch

Structured data coverage

Share of eligible pages carrying valid markup

Productrequired83%

Price, availability and roast date should all be marked up

Organizationrequired40%

Establishes the entity for AI answers and the Knowledge Graph

BreadcrumbListrequired47%

Gives engines the category hierarchy for free

LocalBusinessrequired35%

Padre venues and Seven Miles training spaces

AggregateRating and Review63%

Only where genuine, first-party reviews exist

ItemList24%

Collection pages become extractable lists for answer engines

Article46%

Guides and education content with author and date

QAPage4%

Genuine customer questions, not manufactured FAQ blocks

Roadmap

Sequenced so the work that unblocks everything else happens first

ActionWindowOwnerImpactEffort
Fix the entity before chasing rankings
One canonical Organisation record per brand, consistent naming and parent relationships across the three sites, Google Business Profiles, Wikidata and the major directories. Every answer engine resolves the entity before it decides whether to cite you.
0-30 daysTechnical SEOAI visibilityLow
Ship the missing commercial pages
8 transactional terms worth roughly 112k searches a month currently have no ranking page. Collection and subscription pages first, guides second.
0-60 daysContent and merchandisingRevenueMedium
Rewrite the top 40 pages answer-first
Lead with the extractable answer, then the brand narrative. Add comparison tables, explicit prices and dated facts so models can quote the page rather than paraphrase a competitor.
30-90 daysContentAI citationsMedium
Complete structured data across all three brands
Product, Organisation, Breadcrumb and LocalBusiness at minimum, with roast date and availability kept live from the commerce platform rather than hand written.
30-60 daysEngineeringRich results and AIMedium
Clear the technical debt suppressing crawl
Faceted URL rules, canonical variants, orphan lot pages and thin templates. This unlocks the rest of the programme rather than adding to it.
0-45 daysEngineeringIndexationHigh
Build the citation footprint
Get the brands into the review, comparison and directory sources these engines already cite. Digital PR aimed at citations, not backlinks for their own sake.
60-180 daysEarned mediaAI visibilityHigh