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A acquainted marque tin rank good successful accepted hunt and still beryllium astir invisible erstwhile a purchaser asks an AI adjunct for a recommendation.
That was the problem Freshpet encountered arsenic AI Overviews and ample connection models began reshaping merchandise discovery. In this on-demand webinar, Brittni Ratliff and Cosima Compton of Intero Digital subordinate Steven Elwell of Freshpet to explicate really the teams assessed the brand’s AI visibility and built a much deliberate generative motor optimization (GEO) program.
The chat moved beyond generic proposal astir “writing for AI.” It covered the strategic, editorial, technical, and measurement choices that thief machines understand a marque successful discourse without sacrificing usefulness for quality readers.
Here are the main lessons from the session. You tin besides watch the afloat webinar for the complete Freshpet GEO playbook and assemblage Q&A.
Why Strong SEO Wasn’t Enough For AI Visibility
Elwell said Freshpet entered the task pinch years of content, third-party coverage, and established visibility successful the pet nutrient category. He initially assumed that instauration would make the marque applicable to AI-generated results astir caller pet food.
It did not.
The spread showed why marketers cannot dainty AI visibility arsenic an automatic hold of rankings aliases marque awareness. Compton explained that LLMs effort to understand industries, concepts, and relationships betwixt entities, not simply reproduce a accepted hunt results page. A recognized marque whitethorn truthful beryllium absent erstwhile the disposable contented does not intelligibly found really it relates to a user’s question.
Freshpet’s acquisition besides illustrates why the first measurement should beryllium study alternatively than assumption: Ask the questions your customers are apt to ask, grounds what the systems return, and place wherever your marque is missing, misrepresented, aliases supported by outdated information.
The Four Areas Marketers Should Examine
Intero Digital presented its model and utilized the webinar to unpack respective applicable areas that power AI visibility: relevance, authority, structure, and engagement.
- Relevance: Publish contented that straight answers existent assemblage questions and matches the intent down them. Compton recommended reviewing pages regularly, particularly erstwhile they incorporate changing statistic aliases different time-sensitive details.
- Authority: Give claims capable discourse and support to beryllium trusted. That includes clear writer credentials, citations to reputable sources, applicable manufacture coverage, directory listings, and third-party mentions that reenforce what the marque is known for.
- Structure: Make important accusation accessible to some crawlers and readers. Clean HTML, beardown page speed, descriptive headings, concise passages, lists, tables, schema, and nonstop answers tin each thief systems parse a page.
- Engagement: Pay attraction to really customers and experts talk the marque crossed reviews, forums, societal platforms, and manufacture publications. Those conversations tin expose concerns and connection that merit a well-sourced reply connected the brand’s ain site.
The model is astir useful erstwhile these areas support 1 another. Compton based on that onsite content, SEO, earned media, and societal strategy should reenforce the aforesaid privilege topics alternatively of operating arsenic disconnected channels.
Write To Be Useful, Understandable, And Quotable
One of Elwell’s clearest observations was that overmuch of Freshpet’s bequest contented had been written for illustration a mag article. It was designed to tie a personification done a communicative from opening to end. That whitethorn service readers, but the cardinal facts are harder for an LLM to extract erstwhile they are buried successful agelong passages.
The reply is not to portion distant marque sound aliases constitute awkward transcript for robots. Instead, the speakers recommended organizing analyzable ideas into focused sections that tin guidelines connected their own. A page tin still sound earthy while utilizing descriptive headings, nonstop answers, short paragraphs, and meaningful lists.
Elwell described the displacement arsenic penning content that tin beryllium quoted, not simply read. For Freshpet, that meant revisiting page templates and formatting rules arsenic good arsenic the words themselves. The squad simplified elements of its blog presentation, cleaned up HTML, and made it easier to use appropriate schema.
The webinar besides surfaced an easy-to-miss method issue: valuable contented tin beryllium connected a page but stay difficult for crawlers to access. Freshpet recovered that merchandise reviews and Q&A contented delivered done JavaScript were not readily visible to LLMs. The takeaway is to audit the rendered experience, not conscionable the editorial inventory. Check crawler controls, JavaScript dependencies, robots directives, page speed, and whether the astir important answers are disposable successful parseable HTML.
Use Relevant Third-Party Authority, Not Just Big-Name Coverage
The speakers drew a useful favoritism betwixt having backlinks and building contextual authority.
A mention successful a awesome publication tin still beryllium valuable, but an industry-specific root whitethorn do much to found a brand’s narration to a specialized topic. Elwell noted that a reliable pet manufacture publication tin reenforce Freshpet’s expertise successful ways a wide nationalist outlet whitethorn not.
Ratliff added that the surrounding sum matters. If each mention uses the marque sanction arsenic anchor matter and points to the homepage, LLMs person little discourse astir the circumstantial subjects the marque should beryllium associated with. Earned media useful harder erstwhile the article itself accurately explains the brand’s expertise and supports a applicable onsite resource.
Treat Community Discussion As Research
Reddit and different organization platforms matter because customers usage them to speech candid opinions and LLMs tin tie from those conversations. But the webinar did not urge that each marque jump into each thread.
Freshpet takes a listening-first approach. Elwell said pet nutrition tin beryllium arsenic emotionally charged arsenic conversations astir babe food, truthful arguing pinch individual users would not service the brand. Instead, the squad looks for recurring questions aliases misconceptions that its experts tin reside pinch charismatic contented elsewhere.
That favoritism is important: Community monitoring is not only estimation management. It tin go an input for contented planning. When the aforesaid interest appears repeatedly, marketers tin create a clear, evidence-backed assets that customers and AI systems tin some find.
Build A Prompt Set And Prioritize The Gaps
Compton outlined a manual starting constituent for teams that do not yet usage a dedicated AI visibility platform:
- Build a typical group of astatine slightest 20 to 30 prompts covering the halfway questions successful your market.
- Run those prompts crossed systems specified arsenic ChatGPT, Gemini, and Claude.
- Record whether the marque appears, which sources are cited, and whether the consequence is accurate.
- Compare anemic areas pinch the corresponding pages and measure relevance, authority, structure, and engagement.
- Prioritize fixes for topics closest to revenue, conversion, aliases a awesome customer objection.
Freshpet’s programme is overmuch larger: Elwell said the squad was search 475 prompts crossed the awesome LLMs and grouping them into taxable categories. That building lets the squad spot clusters of anemic answers, create contented for related questions, and impact taxable matter experts wherever their credentials tin fortify the response.
The constituent is not to transcript Freshpet’s punctual count. It is to build a group wide capable to correspond the customer journey, past shape it truthful the findings lead to circumstantial work.
Measure Progress Without Pretending Attribution Is Simple
AI visibility does not representation neatly to the aged exemplary of ranking, click, and conversion. Elwell explained that Freshpet’s superior tract often sends customers to retailers, making nonstop gross attribution difficult. Its subscription business is easier to measurement because users tin complete a transaction successful a logged-in ecommerce experience.
The squad watches referral postulation from LLM citations, downstream actions, and modeled relationships betwixt AI vulnerability and nonstop visits. Elwell cautioned against getting excessively acold up of observable clicks pinch projected attribution. That is simply a useful modular for immoderate GEO program: Combine directional indicators, visibility trends, and business events, but beryllium definitive astir what the information tin and cannot prove.
GEO Should Strengthen SEO, Not Replace It
During the Q&A, Compton said teams should not expect GEO improvements to create a antagonistic narration pinch accepted SEO. Keyword alignment, headings, crawlability, reliable sourcing, and clear tract architecture stay valuable. Better-structured pages whitethorn support some AI visibility and accepted hunt performance, moreover arsenic zero-click behaviour changes postulation patterns.
Other answers reinforced a applicable approach:
- Update a useful bequest page erstwhile LLMs support citing old accusation alternatively than creating overlapping pages astir the aforesaid subject.
- For analyzable topics, usage a pillar-and-cluster building truthful each subtopic has a clear location and supporting pages link logically.
- Expect punctual type and freshness to impact whether an LLM relies connected trained knowledge aliases conducts an progressive search.
- Use AI devices to critique contented if helpful, but supply capable business, audience, search, and competitory discourse for the feedback to beryllium meaningful.
Freshpet’s acquisition shows that GEO is not a azygous markup alteration aliases contented format. It is simply a coordinated process: study really the marque appears, make its expertise easier to verify, region method barriers, build contextual authority, and measurement the outcomes pinch due caution.
Watch the on-demand session for the speakers’ afloat framework, Freshpet examples, implementation details, and rapid-fire answers to assemblage questions.
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AI Cites Your Brand. Now What? Turn AI Visibility Data Into Actions
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