Beneath, I’ve obtained an replace on my market web optimization situation – and this version is extra strong, considering learnings from the UX examine of AIOs in addition to the most recent shifts within the search panorama.
(Shifts that, I’d argue, have a disproportionate impression on on-line marketplaces.)
I’ll cowl:
- What market web optimization is and why it’s totally different.
- The highest 3 issues market web optimization practitioners want to remember about AI + LLMs.
- Easy methods to do market web optimization from a product progress method.
- An unbelievable real-world instance from Tripadvisor (they’re killing it over there).
Plus, premium subscribers will get my five-phase framework to make sure you’re approaching market web optimization from an total product progress perspective … and my high issues for marketplaces to remain forward of opponents and LLMs. (That’s all on the finish of this situation. You possibly can subscribe to get full entry right here.)
Additionally, a fast because of Amanda Johnson, who partnered with me to convey this market web optimization situation into 2025.
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In my view, there are two main forms of web optimization: product-led and marketing-led.
Market web optimization (as I name it) is a product-led web optimization operate of your group. With out it, corporations like Tripadvisor, Zillow, Meta, or Glassdoor wouldn’t be the place they’re right now.
The important thing classes about marketplaces from my time at G2 and my work with Nextdoor, Bounce, and others: Good web optimization is the results of product progress, not simply web site optimization.
It’s a distinct approach to consider and execute web optimization as a result of marketplaces have large scale benefits over different forms of companies.
However AI threatens this moat.
And that is mission vital: 80% of recent customers coming from web optimization shouldn’t be unusual for marketplaces. Sure, even within the present web optimization panorama.
The truth is, I known as this out in March 2025 in CheggMate – that info websites, particularly marketplaces, are being disproportionately affected in search by AIOs and LLMs.
Why understanding market web optimization issues: Most websites on the internet aren’t marketplaces. The method to market web optimization could be very totally different from non-marketplace websites. Making use of the fallacious method severely limits the impression on firm progress.
In case you’re working a market website (which I additionally typically name an web optimization aggregator), your objective is to turn out to be a trusted supply that retrieval layers (RAG), AI Overviews, and chatbots pull from straight.
This requires opening your website to AI crawlers, baking in wealthy schema, exposing structured APIs or information feeds for RAG pipelines, and frequently fueling contemporary, authoritative UGC.
In the meantime, AI instruments are churning out optimized titles, descriptions, and wealthy snippets throughout thousands and thousands of pages sooner than any human staff may.
Basically, market web optimization has advanced into a real product-growth partnership, the place UX, group incentives, and AI visibility all work collectively to maintain up visibility with our audiences.
Let’s discuss how to try this.
However first, we’ve to get on the identical web page about what market web optimization entails (as a result of you know the way our trade likes to throw round new buzzphrases daily).
What Is Market web optimization?
Market web optimization is the follow of optimizing a website based mostly on its stock (provide) in order that potential patrons (demand) land straight in your market once they’re about to decide, like a software program buy, reserving a flight, scheduling a medical appointment, and so on.
Marketplaces usually depend on user-generated opinions and commentary (plus the suitable technical alerts) to construct belief and relevance.
Consider market web optimization because the artwork – and science – of creating two-sided platforms (like G2, Tripadvisor, ZocDoc, or Nextdoor) not possible to overlook.
Their distinctive benefit comes from having numerous pages on their website throughout just a few totally different templates, which ends up in multiplier results for inner linking, testing, and audience measurement.
Marketplaces orchestrate 1000’s (even thousands and thousands) of user-generated listings, opinions, and vendor storefronts in order that search engines like google level again to the service you present: connecting shoppers to options they want.
In brief, market web optimization is about optimizing your entire ecosystem – past the homepage or weblog – to turbocharge discoverability for each vendor, each itemizing, each time.
Is Market web optimization Product-Led web optimization?
They undoubtedly share DNA, however market web optimization stands by itself.
Like product-led web optimization, we embed optimization into the product expertise itself, utilizing person actions (opinions, rankings, uploads) as our content material engine.
However on a market website, we additionally juggle multi-vendor dynamics, stock churn, and community results {that a} standalone SaaS app doesn’t face.
At G2, for instance, we noticed actual web optimization good points from optimizing the overview submission course of (by encouraging longer opinions to create extra content material), which wouldn’t essentially fall into product-led web optimization.
So sure, it’s product-led in spirit as a result of we develop by means of the product and enhancements to {the marketplace}, nevertheless it calls for marketplace-specific performs to maintain the flywheel spinning.
With market web optimization, you’re enjoying in the identical sandbox as product-led web optimization, however maybe with just a few further toys.
Market web optimization Is Inherently Completely different Than Different web optimization Applications – And It Deserves A Deeper Understanding Of The Affect Of AI
If the overwhelming majority of recent customers heading to marketplaces are coming from natural search, understanding the variations between common previous web optimization and market web optimization is totally essential.
- Marketplaces have a low per-user income: Low ARPU, or Common Income Per Person, usually makes promoting or outbound gross sales too costly for purchaser/vendor marketplaces.
- Scaling visibility appears totally different for marketplaces by trade: Retail marketplaces can scale on promoting however lean on web optimization to diversify progress channels and make advertising spend sustainable.
- Nearly all of marketplaces are UGC-based: Within the period of AI-generated consensus content material, UGC-based marketplaces have an edge, particularly ones with excessive belief alerts that cull out pretend person content material and opinions.
Along with these core variations, marketplaces are aggregators. (You possibly can learn extra about my ideas on web optimization integrators vs. aggregators right here.)
What does that imply precisely?
- Aggregators “acquire and group” the availability aspect of a market and supply it to the demand aspect by means of a streamlined person expertise.
- They’re usually both retail marketplaces or join patrons with sellers in a market:
- What units market aggregators aside from integrators is content material technology: New content material is generated both by customers or merchandise, however not by the corporate itself.
- Aggregators and integrators scale web optimization in a different way: Aggregator web optimization is nearer to product-led progress (PLG), whereas Integrator web optimization is nearer to advertising.
I present examples of various aggregator varieties right here: web optimization Technique Archetypes.
When desirous about market web optimization, most entrepreneurs soar straight into fixing technical web optimization issues, like title/content material/inner hyperlink optimization.
Whereas doing these issues shouldn’t be fallacious (I imply, they’ve obtained to be achieved), focusing solely on these practices will restrict the dimensions of web optimization impression you’ll be able to have.
Marketplaces And LLMs: Right here’s What Market web optimization Practitioners Want To Preserve In Thoughts About AI
To earn that candy, candy natural visibility, you need to take into consideration architecting your market like an AI-friendly product. This isn’t one thing you’ll be able to skip.
To compete in an AI-first world, your platform have to be:
- Quick: Intention for sub-200 ms load instances (urged by Google1) for each pages and APIs so AI crawlers (like GPTBot or Bingbot) don’t drop you and actual customers stick round.
- Structured: Be certain to make use of complete schema markup for Merchandise, Critiques, FAQs, and Organizations. Use clear heading hierarchies and semantic HTML so retrieval-augmented technology (RAG) layers can pull exact Q&A snippets and information factors. Fast callout right here: There are differing opinions on whether or not schema markup and correct hierarchies impression LLM visibility or not. Google advises it of their AI “Options” steering2, nevertheless it’s controversial whether or not or not it’s useful for different reply engines. My take? In case your opponents are utilizing it robustly, they usually have higher LLM or Google visibility than you do, you doubtless want to make use of it, too.
- Intent-rich: Body every itemizing web page as a mini conversational reply – implement bullet-list specs, FAQ accordions, and “compare-to” tables so LLMs discover precisely what they want in a single question. (I’ve obtained an incredible Tripadvisor instance of this beneath.)

For marketplaces, web optimization is product design.
Whenever you deal with search as a core characteristic – designing aspects, filters, and dynamic touchdown pages round person intent – you’re not simply optimizing for discovery, you’re crafting your entire search expertise.
Lastly, what occurs after the press is simply as vital as incomes it:
- Can customers refine outcomes with intuitive aspects and AI-powered autocomplete?
- Do your overview widgets, “comparable listings,” and “ask a query” prompts hold individuals shifting by means of your funnel?
- Are your core flows – signup, overview creation, checkout – so frictionless that AI-agent pushed visitors may convert as reliably as human visitors?
The Development Memo’s UX examine of AIOs confirmed that the “second-click” or “validation click on” is extra essential than ever … if you happen to’re lucky sufficient to get that natural click on, your UX and model belief alerts should be on level.
In case you bake streamlined post-click moments into your roadmap, you’ll be able to flip that preliminary model visibility into actual engagement and belief.
Amanda leaping in right here and getting all meta with a first-person observe: We can’t stress sufficient how essential the on-page expertise after that earned natural click on actually is. I can’t even start to rely what number of instances I’ve left a market due to the UX hurdles or poor website search capabilities, solely to return to Google, ChatGPT, or simply go on to vendor web sites and circumvent marketplaces as a complete – regardless of my sturdy want to match choices and browse opinions outdoors of the particular vendor’s platform.
To scale market web optimization efficiently, you must optimize throughout the entire vary of product progress: web site, product, and community results.
Consider market web optimization as a product-wide system, not a easy guidelines or set of techniques.
- Right here’s why: Market web optimization lives and dies with the quantity and high quality of pages. In consequence, web optimization professionals have to turn out to be product managers and work on providing incentives and decreasing friction throughout the person journey. Assume funnel optimization, however broader.
- Instance: At G2, we went deep into the overview creation course of to know the place we have to take away or add friction to get the suitable stability between not solely extra opinions, however higher ones.
- However: Watch out with scaling pages too aggressively and falling beneath Google’s line for “high quality.” As I clarify in SEOzempic, too many low-quality pages may be extra dangerous than useful.
Right here’s what you must think about to run your market web optimization program from a product progress method:
Optimize The Web site
It is a no-brainer however nonetheless deserves point out right here. Optimizing the web site for natural search and LLM visibility is, after all, a vital a part of market web optimization.
However a very powerful areas of optimization for marketplaces are:
- Indexing and crawl administration.
- Inner linking.
- Titles & wealthy snippets.
- Strong schema markup.
- Core Net Vitals.
- On-page content material.
- Key items of knowledge.
- Itemizing optimization.
- Visible and interactive components like maps and UGC movies.
- New web page varieties.
Every of those areas gives sufficient depth to fill roadmaps for years.
The important thing to successful is doing the fundamentals extremely effectively and constructing an experimentation engine that surfaces new wins and levers.
Amanda leaping in right here once more: If doable, don’t skip video. Sure, even when UGC movies require an inner high quality management program/overview in place. Underestimating the ability of natural and even low-fi movies showcasing the product or person’s last determination (i.e., to go on a visit to Rome or join new software program based mostly on a core characteristic) can earn you visibility in AIOs and LLMs. A latest shopper of mine earned a big video-embed AIO point out with very clear model visibility for a core focused question … all with a brief, easy video explaining the idea and the way their product helped. It was straightforward to do. You guess we’ll be working exams to see if we are able to accomplish that on repeat.
Let’s have a look at this Tripadvisor instance beneath, the place each factor is intentional and examined.
The positioning didn’t begin like that, nevertheless it advanced over time. TripAdvisor has web optimization deeply ingrained in its DNA. You possibly can relaxation assured that each factor is there for a purpose.
And the interface has been up to date and improved with the incorporation of AI, to incorporate:
- An AI assistant that discreetly follows the person (with out interrupting) on the high of the web page.
- AI-assisted, community-guided itineraries.
- A extra strong journey information part with suggestions and FAQs.
For additional studying (and one other market web optimization instance), try Market Deep Dive – Q1 (Case Research: Zillow).

The product expertise for marketplaces spans the sign-up, content material creation, and admin expertise (typically extra).
It’s important for web optimization to be concerned in product optimizations and enhancements as a result of it straight impacts the quantity and high quality of pages.
Strategic questions web optimization professionals ought to ask themselves:
- What (incentives) and who (person profile) drives new content material? It’s vital for marketplaces to seek out out why customers create content material or purchase merchandise.
- The place do customers get caught when creating new content material? The place is it too straightforward? Too little friction decreases content material high quality; an excessive amount of inhibits content material quantity. Get the stability proper.
- What are the core progress loops within the enterprise? Each firm has inputs and outputs that perpetuate the enterprise ahead. Inputs are issues you are able to do to incentivize or management person conduct. (For instance, providing a free month when bringing a buddy.) Outputs are issues that occur on account of managed inputs, which in themselves can drive progress. (For instance, the buddy you introduced now additionally brings a buddy.)
- What entities want their very own web page sort? Marketplaces usually manage round key entities – locations, corporations, manufacturers, or individuals – as a result of entity-focused templates assist LLMs and search engines like google perceive your website construction. That mentioned, not each template have to be constructed round an entity; some pages serve purposeful or task-oriented functions with out centering on a single entity.
- What optimization surfaces can be found? Examples: Google’s new AI Mode, AIOs, SERP snippets, LLM citations, your core touchdown pages, your website’s sign-up funnel.
- How can the corporate construct a steady testing engine? After optimizing for the fundamentals, most wins come from experiments. Check, observe, and file outcomes, particularly the place Google’s AIOs, AI Mode, and LLMs are involved. (Professional-tip: Evaluation the LLM’s reasoning behind the outputs the place your model has visibility.)
- What metrics are vital? Monitoring the suitable metrics that replicate the person journey (and core progress loops) defines your focus. Take note: Impressions and branded search are metrics you need to be being attentive to greater than ever earlier than.
Amanda leaping in right here another time: Please, I encourage of you on behalf of all strategists in every single place – enable your web optimization and content material strategists the room and assets to check … and even fail. Above, Kevin calls out the necessity to construct a steady testing engine, and if you wish to push ahead in constructing natural visibility and authority on this new period of search, whether or not you’re a market or an integrator website that’s a direct vendor, testing is essential. Groups that check (albeit properly), fail, be taught, and develop are going to be those who come out forward throughout this chaotic season in search.
Develop Community Results
Marketplaces are in a position to develop highly effective community results that speed up progress and defend themselves from challengers.
Community results = aggressive benefits that develop with the corporate. Community results get higher over time (like manufacturing price) and turn out to be your group’s edge.
They will turn out to be protecting moats, however solely once they’re profitable and mature.
Examples of community results can embrace components like:
- Model: recognition and visibility.
- Economies of scale: doing issues extra effectively than your opponents.
- Switching price: rising alternative price of switching to a competitor.
- Deep tech: proprietary know-how that solves particular issues.
- Methods of intelligence: information, monitoring programs, and understanding of consumers and the market.
web optimization Integrators don’t have entry to the identical community results that web optimization Aggregators (like marketplaces) do. Economies of scale are an instance of this.
It could be absurd to say web optimization must personal community results – it’s an organization effort.
However web optimization, as the biggest person acquisition channel for marketplaces, must be conscious and work towards constructing community results.
G2, for instance, has developed such a outstanding status that the G2 badge is an indication of credibility for software program patrons.
That, after all, wasn’t the case when G2 (crowd) began. It developed over time and with sustained high quality.
In consequence, corporations pay so as to add the badge to their websites and drive new opinions, which provides to the general worth of {the marketplace}.
On this instance, UserGuiding not solely provides them to their website within the footer, but additionally publishes a bit of content material annually, noting their annual badge improve.3

Total, the product progress method to market web optimization has experimentation and funnel evaluation that results in steady enchancment at its core – that’s not what you’d sometimes count on in traditional web optimization performs.
Quite a bit is altering – and at speedy speeds – because of LLM search. This impacts aggregator websites that depend on market web optimization practices to remain seen.
Listed below are just a few issues that will help you keep forward and grounded in future pondering.
1. Plan content material high quality for each LLMs and precise people:
- What components of your website would an LLM flag as skinny, redundant, or low-trust?
- What components of your website do people bypass altogether?
- Audit low-value boilerplates (e.g., duplicate class intros) and enrich with actual person insights or information visualizations.
2. Research human utilization patterns:
- Which pages or options have excessive bounce charges or low engagement?
- Why do individuals discover these options, pages, or modules unengaging?
- If customers skip them, AI doubtless will too-identify and rework these weak spots into stronger, intent-aligned experiences.
3. Scrutinize your market’s inner search:
- Is your in-app search engine smarter than Google or an LLM at understanding your stock? (If not, this can be a large downside.)
- Spend money on embeddings-based search, synonym maps, and AI-driven suggestions so patrons discover what they want sooner.
4. Work towards visibility resilience, it doesn’t matter what occurs in search:
- If natural web optimization disappeared tomorrow, what components of your market would nonetheless appeal to certified visitors?
- What do you must do right now to mitigate reliance on traditional or outdated web optimization techniques and outcomes?
- Look to direct channels – electronic mail, social communities, partnerships – and fortify them so that you’re not over-reliant on any single supply.
5. Diversify your advertising channels if you happen to haven’t already:
- Discover app integrations and in-product options to seize audiences the place they already reside.
Experiment with live-commerce, social-commerce, and model collaborations to fill gaps past search.
2 AI options and your web site
3 G2 Fall 2024: UserGuiding Doubled the Badges As soon as Once more!
Featured Picture: Paulo Bobita/Search Engine Journal