AI Visibility Audit

Prepared for Pasteur Street Brewing Company. This report is confidential. Enter the access code provided by Saigon Digital to continue.

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Prepared by saigon.digital · June 2026
AI Visibility Audit · June 2026

You Win the Beer.
You're Losing the Visit.

Pasteur Street is the strongest craft-beer brand and the strongest search domain in Saigon, and AI engines already cite you for craft-beer questions. The gap is tourism and experience intent: when a visitor asks AI which brewery to go to, the answer is built from travel blogs, and competitors are framed as places to visit while you are framed as a product. This audit shows exactly where that happens and how to close it.

Company Pasteur Street Brewing Co.
Domain pasteurstreet.com
Category Craft Brewery · Taprooms
Market Ho Chi Minh City, Vietnam
Prepared For Trang Tran · Commercial
Nick Rowe
Nick Rowe
CEO & Co-Founder
Saigon Digital

Saigon Digital transformed how Ski.com shows up online. Beyond rebuilding our platform, they helped us rethink our entire search and AI visibility strategy. We saw a significant uplift in organic traffic, our content started appearing in AI-generated travel recommendations, and the quality of inbound leads improved dramatically. They understand where digital discovery is heading and how to turn visibility into real commercial results.

Ski.com
Harry Peisach · CEO
Verified Client

See how we've helped brands grow. Read our case studies and learn more about what we do.

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Executive Summary

You were right to push back: Pasteur Street does appear in AI search. This audit is not about being invisible. It is about a precise, fixable gap between the queries you already win (brand and category) and the queries you are losing (visit and experience), and about who controls the sources AI reads to build those answers.

DR 55 Strongest brewery domain in Saigon
97 Organic keywords (41 in top 3)
Cited For brand & category queries
Behind For tourism & visit queries

Your AI presence today is borrowed, not owned. AI cites Pasteur Street because travel blogs mention you, not because pasteurstreet.com is itself a source AI trusts. When those blogs re-rank or update, your visibility moves with them, and you get no say. The fix is to make your own site one of the sources AI reads, and to make competitors' "experience" framing yours.

What This Audit Found

  • You win the beer (good news, leading). For "best craft beer in Ho Chi Minh City" and "best craft beer in Vietnam", AI engines name Pasteur Street prominently and consistently describe you as the pioneer. Your DR 55 domain and 97 keywords are the strongest owned-search footprint of any brewery in the set. This is a genuine asset, not a problem.
  • 01
    You are under-framed for the visit. For "best breweries to visit in HCMC", "things to do in Ho Chi Minh City craft beer" and "craft beer tour Saigon", AI mentions Pasteur as a brand or pioneer, while East West is framed as an experience (spacious beer hall, brewery tours, events, happy hour) and Heart of Darkness as an experience (stylish taproom, beer garden, live music, comedy). You are described as a product; they are described as a place to go.
  • 02
    Your AI presence is borrowed, not owned. Every source AI cited to build the tourism answers was third party: Wanderlog, TripAdvisor, Viator, Unusual Traveler, Vietnam Is Awesome, PaleAle Travel, Jetsetting Fools, vietnam.travel, Saigon Scene. pasteurstreet.com was not among the cited sources. You are visible at the mercy of other people's content.
  • 03
    Tour operators are capturing the tourist. For explicit "tour" and "experience" answers, the names AI surfaces first are Saigon Craft Beer Tours, Vespa Adventures and Viator, not the breweries themselves. The high-intent visitor who is ready to book an evening out is being routed to an intermediary.

How We Measured This

We did not score a vague "visibility number". We ran the actual high-intent queries a drinker or tourist uses, across the AI answer engines and Google AI Overviews, and recorded three things for every answer: whether Pasteur is named, how it is framed, and which sources the AI cited to build the answer.

1 · Named?

Does the AI mention Pasteur Street at all in its answer to this query, and how prominently?

2 · Framed how?

Is Pasteur described as a beer brand and product, or as a destination and experience to visit? Framing is what decides the click.

3 · Sources cited?

Which pages did the AI read to assemble the answer? This is the lever. If your own site is not in the sources, you do not control the story.

We split the queries into two buckets, because they behave completely differently. Brand and category queries ("best craft beer in HCMC") are about the product, and you win them. Tourism and experience queries ("best brewery to visit in Saigon", "craft beer tour Saigon") are about the night out, and you are behind. Reading the two buckets together hides the problem. Splitting them shows it precisely, and shows that it is closeable.

AI Engine Findings

Results are reported qualitatively per engine and split by intent. The headline is consistent across engines: cited and winning on brand and category, present but under-framed on tourism and experience.

Brand & Category intent

🤖

ChatGPT

Cited · Winning

Names Pasteur Street and describes you as the pioneer of HCMC craft beer.

🔍

Google AI Overviews

Appearing

Surfaces Pasteur prominently for "best craft beer" category questions.

Perplexity

Cited

Lists Pasteur among the top craft beers in Vietnam, alongside East West and Heart of Darkness.

💎

Gemini

Cited

Recognises Pasteur as a leading and pioneering HCMC craft beer brand.

Tourism & Experience intent

🤖

ChatGPT

Under-framed

Mentions Pasteur as a brand, but frames East West and Heart of Darkness as the places to visit.

🔍

Google AI Overviews

Behind

Visit answers lean on travel listings and rank competitor venues ahead on experience.

Perplexity

Behind

For "tour" queries, cites Saigon Craft Beer Tours, Vespa Adventures and Viator first.

💎

Gemini

Under-framed

Describes you by your beer, competitors by their venue, atmosphere and events.

The good news

On the queries about the beer itself, you are already where you want to be: named, pioneer, top of category. That is hard to earn and you have it.

The gap

On the queries about the night out, you are mentioned but out-framed, and the sources building those answers are entirely outside your control.

Who AI Reads to Answer "Where Should I Drink?"

This is the most important finding in the audit. For the tourism and experience answers, every single source the AI cited was third party. Your own site was not one of them.

Sources AI cited (all third party, none controlled by you)

Wanderlog TripAdvisor Viator Unusual Traveler Vietnam Is Awesome PaleAle Travel Jetsetting Fools vietnam.travel Saigon Scene

Sources AI cited from pasteurstreet.com

None

Your own website, the one place you fully control, is not currently a source AI trusts enough to cite for visit and experience questions.

Borrowed visibility is fragile visibility. When Wanderlog re-orders its list or a travel blogger updates a post, your AI presence changes and you find out afterwards. Owned visibility, where pasteurstreet.com is itself a cited source, is durable and is the thing this engagement is built to create.

The Exact Queries We Tested

Real buyer queries, split by intent. The pattern is clean: you win the beer queries, you are out-framed on the visit queries.

"best craft beer in Ho Chi Minh City" Brand / Category
Named: Pasteur Street (pioneer), East West, Heart of Darkness
PSB: Cited & prominent
"best craft beer in Vietnam" Brand / Category
Named: Pasteur Street, East West, Heart of Darkness
PSB: Cited & prominent
"best breweries to visit in HCMC for tourists" Tourism / Experience
Framed as experiences: East West (beer hall, tours, events), Heart of Darkness (taproom, beer garden, live music)
PSB: Named, under-framed
"things to do in Ho Chi Minh City craft beer" Tourism / Experience
Leads with: experience-led venues and travel listings; tour operators surfaced
PSB: Named as a brand, not a destination
"craft beer tour Saigon" Tourism / Experience
Leads with: Saigon Craft Beer Tours, Vespa Adventures, Viator
PSB: Behind the operators
"best brewery to visit Saigon" Tourism / Experience
Framed as the destination: East West and Heart of Darkness lead on venue and atmosphere
PSB: Mentioned, behind on framing

The Pattern

The split is by intent, not by engine. Add the word "visit", "tour" or "things to do" and you move from cited-and-winning to named-but-out-framed. This matches Trang's own observation that Pasteur sits behind a couple of competitors on tourist-focused queries.

The Opportunity

You already own the hard part (category authority). Closing the visit gap is mostly about giving AI first-party experience content to cite and reframing you as a destination, not winning a popularity contest from scratch.

Competitor Benchmark

On owned search authority you lead the field by a wide margin. The competitors ahead of you on visit queries are not ahead on domain strength. They are ahead on experience framing and the third-party content that feeds AI.

Owned search footprint (Ahrefs, pulled 30 Jun 2026)

Brewery DR Organic keywords Organic visits / mo Read
Pasteur Street You 55 97 (41 in top 3) ~802 Strongest domain & widest keyword breadth in the set
East West Brewing 31 31 ~1,341 More raw traffic, mostly branded; far less keyword breadth
BiaCraft 27 31 ~458 Smaller footprint across the board
Heart of Darkness 0 0 Minimal owned Strong brand, weak owned site; presence rides on third-party & social

AI visibility by intent

Brewery Brand / Category Tourism / Experience How AI frames them
Pasteur Street You Cited Under-framed The pioneer / the beer brand
East West Brewing Cited Cited Spacious beer hall, brewery tours, events, happy hour
Heart of Darkness Cited Cited Stylish taproom, outdoor beer garden, live music, comedy
Tour operators
Saigon Craft Beer Tours, Vespa Adventures, Viator
N/A Lead the answer The bookable craft-beer experience itself

What this really says

You are not losing on authority. You out-rank every competitor on owned search. You are losing on framing and on which sources feed the AI. Competitors with weaker domains beat you on visit queries because they have given AI more "place to go" content to read. That is a content and positioning gap, not a ranking deficit, which is good news because it is faster to fix.

Your Three Questions, Answered

Trang, you asked three specific questions. Here they are, addressed directly.

1 How do you measure AI visibility across ChatGPT, Google AI Overview, Perplexity and others?
We run the real, high-intent queries your drinkers and visitors actually type, across each engine, and for every answer we record three things: is Pasteur named, how is it framed (product or destination), and which sources did the AI cite to build the answer. We benchmark all of this against your direct competitors and we split queries by intent (brand and category versus tourism and experience), because the two behave differently and averaging them hides the real picture. It is qualitative and evidence-based by design: not a single vanity score, but a clear map of where you win, where you are out-framed, and exactly which sources are driving each answer.
2 Why does AI rank certain competitors ahead for tourism searches?
Because AI builds those answers from third-party, experience-led sources (Wanderlog, TripAdvisor, Viator, travel blogs, vietnam.travel), and from competitor framing that reads as "destination". East West and Heart of Darkness have lots of first-party and third-party content describing the venue, the atmosphere, tours and events. Pasteur has comparatively little structured, first-party experience content, so AI has nothing of yours to cite and defaults to describing you as a product, not a place to visit. It is not that you are weaker; it is that you have given the AI less "visit" material to work with, and none of the cited tourism sources is your own site.
3 What actions improve it, and how do they differ from traditional SEO?
The playbook is Generative Engine Optimization (GEO): first-party experience, tour, tasting and "for visitors" pages; structured data (Brewery, LocalBusiness, Event, FAQ, Review schema) and an llms.txt so AI can read you cleanly; entity work and a Google Knowledge Panel so engines understand Pasteur as a destination; reviews velocity; and actively influencing the third-party sources AI cites (getting correctly listed and updated on Wanderlog, TripAdvisor, Viator and travel media).

How that differs from traditional SEO: traditional SEO chases blue-link rankings on your own domain. GEO shapes the AI's synthesized answer, and the inputs are different (entities, structured data, reviews, third-party corroboration). The key consequence: you can be number one in Google and still be omitted or under-framed in the AI answer. Your DR 55 proves the SEO foundation is strong. It does not automatically convert into AI citations for visit and experience queries, which is precisely the gap this work closes.

The Action Plan

Highest-leverage moves to turn AI visibility into taproom visits, tours, tastings and bookings. These are GEO and conversion moves, not blue-link ranking moves.

Build first-party experience content

High Impact

Dedicated, bookable "Visit Us", "Tours", "Tastings" and "For Visitors" pages on pasteurstreet.com, written to be cited by AI and to convert tourists into reservations. This gives engines your own destination content to read, so you are framed as a place to go, not just a beer.

Timeline: 30–60 days

Make the site machine-readable

High Impact

Add Brewery, LocalBusiness, Event, FAQ and Review schema plus an llms.txt, so AI engines can parse your taprooms, events and tastings cleanly and cite pasteurstreet.com directly instead of relying on travel blogs.

Timeline: 2–4 weeks

Own the sources AI already reads

Sustained Impact

Get Pasteur correctly listed and richly framed on Wanderlog, TripAdvisor, Viator and travel media, build a Google Knowledge Panel and entity profile, and drive reviews velocity, so the borrowed visibility becomes both stronger and partly steered by you.

Timeline: ongoing, compounding

Why this works for you specifically

You start from the strongest position in the market: DR 55, pioneer status and category authority AI already recognises. You are not building visibility from zero. You are extending visibility you already have into the one intent (the visit) where it currently does not reach, and converting that intent on a site built to take the booking.

Website & Technical Health

pasteurstreet.com is a mature, well-structured site. It has the right bones: About Us, Craft Beer Club, Taprooms, Beers, Menu, Events, Merchandise, Blog, Careers and Contact, an EN/VI toggle, and reservation and delivery in the footer. This is an optimization and conversion job, not a rebuild. Three specific gaps are holding back both AI citation and tourist conversion.

Thin, unstructured experience content

The site sells the beer and the brand well, but there is no dedicated, depth "Visit us / Tours / Tastings / For Visitors" content optimised for both AI citation and tourist conversion. This is the single biggest reason AI frames you as a product, not a destination.

Weak machine-readable signals

The site is likely missing the rich schema AI relies on (Brewery, LocalBusiness, Event, FAQ, Review) and has no llms.txt. Without these, engines cannot confidently read your taprooms and events, so they fall back to third-party sources instead of citing you.

Visit intent is not converted

A tourist who arrives ready to plan an evening has no clear, structured path from "I want to visit a Saigon brewery" to a booked tour, tasting or reservation. The reservation link exists, but the journey that gets a visitor there is thin, so high-intent traffic leaks.

We build and fix websites too

Web design and UI/UX are core strengths at Saigon Digital. Building the experience pages, wiring up the schema and tightening the booking journey is part of the same work, not a separate project. One team handles the AI visibility, the SEO, and the website itself.

How Saigon Digital Closes the Gap

One team that can both fix the visibility and build the experience that converts it. Not just an audit, and not four separate vendors to manage.

01

GEO / AI Visibility

First-party experience content, schema, llms.txt, entity and Knowledge Panel work, reviews velocity, and influencing the third-party sources AI cites, so you are framed as a destination and pasteurstreet.com becomes a source AI trusts.

02

Traditional SEO

SEO for tourism and booking-intent keywords ("brewery to visit", "craft beer tour", "things to do") so you capture the searcher on Google as well as the AI answer, extending the DR 55 foundation into visit intent.

03

Web Design & UI/UX

Design and build the experience, tour, tasting and "for visitors" pages and the booking journey, so visit intent converts into taproom visits, tours, tastings, reservations and shop sales, not just awareness.

04

Ongoing Support & Maintenance

Continued SEO and AI visibility growth, content, monitoring of how AI frames you, and website maintenance and support, so the gap stays closed as engines and competitors evolve.

What Happens Next

This audit shows the gap and proves it is fixable. Closing it usually means the AI visibility, the SEO and the website working together. We handle all three, then keep it growing.

Turn the Brand Win Into the Visit Win

Pasteur Street already owns the category. The job now is to own the visit, and to make pasteurstreet.com a source AI cites rather than one it ignores. We typically start with a fixed-price foundation sprint (GEO and experience content, schema and llms.txt, SEO for visit intent, and the website work above), then a simple rolling monthly retainer to keep growing and maintain the site. A 30-minute call with Nick is all it takes to scope it.

01 30-min strategy call
02 GEO + experience growth plan
03 Visible & converting the visit
Book a Call with Nick →

Nick Rowe · CEO & Co-Founder, Saigon Digital · nick@saigon.digital

Phase 1: Foundation Sprint

A fixed-price sprint: first-party experience and visitor pages, schema and llms.txt, SEO for tourism and booking intent, and the website and UX work to convert it. One scope, one price, four disciplines.

Phase 2: Ongoing Retainer

A simple monthly retainer once the foundation is set: continued SEO and AI visibility growth, content, source and reviews work, and website maintenance and support. Rolling monthly, no long lock-in.

The Cost of Waiting

Every month, competitors add more "destination" content for AI to read and tour operators capture more of the high-intent visitor. AI is training on the content published now, so closing the gap earlier compounds in your favour.