Search & AI visibility analysis

Three companies get named. You’re not one of them.

When a buyer asks an AI who supplies what you sell, it names a few firms and cites a few sources. We measure whether you are in that answer, where you stand in search, and write the specification that fixes both.

We do the diagnosis. Whoever already handles your website does the building.

Where a company ranks in search, and whether AI answers name it Two panels. On the left, search results one to four shown as dark bars, then a gap, then position fourteen highlighted in crimson and marked as the subject company. On the right, an AI answer citing three competitors with the subject company shown as absent. SEARCH RESULTS 1234. . . . . . . . . . 14 YOU Page two. Almost no clicks. AI ANSWER Competitor ACompetitor BCompetitor C Your company, absent Three competitors cited. You are not.
Two problems, one cause[1]

How do buyers find suppliers now?

Two ways, and most companies measure neither. Buyers find you through search rankings, and increasingly through AI answers that name a handful of companies and cite a handful of sources.

When a buyer searches for what you sell, in the market you sell it in, you are either on the first page or you are invisible. Second-page rankings produce almost no clicks regardless of how good the company is. Most established businesses discover that all of their search traffic comes from people already typing the company name, which is a directory lookup rather than customer acquisition.

The second surface is newer. A growing share of buyer research happens inside ChatGPT, Gemini, Google AI Mode and the AI Overview block that sits above ordinary results. Those systems name companies and cite sources. You cannot check this reliably yourself, and almost nobody is measuring it.

The direction of travel is documented outside our own work. Semrush tracked Google AI Overview appearance rising from roughly 6.5 percent of queries in January 2025 to a peak near 25 percent that July across a ten-million-keyword sample. BrightEdge, measuring nine commercial industries, recorded 48 percent of queries triggering an AI Overview by February 2026. Seer Interactive measured organic click-through on those queries falling from 1.76 percent to 0.61 percent. Prevalence estimates vary by methodology and should be read as a range rather than a figure.

How an AI answer is assembledA buyer question is answered using directory listings, review profiles, industry roundups and supplier websites. Three competitors are named in the resulting answer and the subject company is absent. A buyer asks “who does kitting and fulfillment” SOURCES CONSULTED Directory listings Review profiles Industry roundups Supplier websites In most industrial categories the first three outweigh the fourth. The answer Competitor A Competitor B Competitor C You, absent Being absent from the sources an answer is built from is the same as being absent from the answer.
How an AI answer gets built, and where a supplier goes missing.

They are the same problem. AI systems largely cite what already ranks, so the work that fixes one fixes the other. The difference is that AI also draws on third-party sources and needs to resolve your business to a specific company in a specific place. Getting that wrong is why some firms rank reasonably and still never get named.

What recovery looks like[2]

How long does this take, and what does progress look like?

Movement comes in three phases, and the first is faster than most people expect. Structural corrections to pages that already exist typically show within four to eight weeks. New pages take three to six months to settle. After that the work compounds, because each page makes the next one easier to rank.

How search visibility recovers over time A curve rising from left to right across three phases. In the first four to eight weeks, structural fixes stop pages competing with each other and existing page-two rankings move. Between three and six months, new pages settle and terms nobody previously held begin to rank. Beyond twelve months the curve steepens as authority accrues and each new page ranks faster than the last. The line is illustrative of shape rather than a projection of any specific outcome. SEARCH VISIBILITY TODAY4–8 WEEKSStructural fixesPages stop competing.Existing page-two rankings move.3–6 MONTHSNew pages settleTerms nobody heldbegin to rank.12 MONTHS +CompoundingAuthority accrues. Each newpage ranks faster than the last.WEEK 0MONTH 18The shape is consistent across the work we have measured. The scale is not: how far the line travels dependson the market, and some markets are small. We establish that before any of this begins.
The shape of recovery. Structural fixes first, new pages second, compounding third.

The reason the curve steepens rather than rising in a straight line is that authority accrues. A site with forty ranking pages ranks its forty-first faster than a site with five ranks its sixth. That is also why the first phase matters disproportionately: until pages stop competing with each other, nothing else compounds.

What the chart deliberately does not show is a number. How far the line travels depends entirely on the market, and some markets are small. In one industrial market we measured, the entire core commercial keyword set totalled roughly 700 monthly searches, and eleven pages would have covered it completely. Establishing the size of the opportunity is the first thing we do, and occasionally the answer is that it is not worth pursuing.

What we measure[3]

What does a competitive analysis measure?

Seven layers, measured against three or four named competitors chosen by hand rather than against a generic benchmark.

What a competitive analysis measuresSeven layers: competitive field, keyword footprint, the gap against rivals, AI answer engines, cited sources, local presence and technical base. MEASURED IN EVERY ANALYSIS Competitive fieldThree to four direct rivals, chosen by handKeyword footprintEvery term you rank for, and the page it points atThe gapWhat rivals hold that you do not, by difficultyAI answersChatGPT, Gemini, AI Mode, AI OverviewsCited sourcesWhich pages AI systems draw on for your categoryLocal presenceMap listings, profiles, citation accuracyTechnical baseCrawlability, structure, AI crawler access
Seven layers, measured in every analysis.

Competitors are selected manually. Automated competitor discovery returns national marketplaces and franchise networks that do not compete for the same contracts, which produces a report that reads well and means nothing.

From our own measurement: in one industrial category analysed in July 2026, a service term with unambiguous buying intent carried a keyword difficulty score of 14 and a cost per click of $32.57. The 219-keyword cluster around it averaged a difficulty of 6. Difficulty that low on terms priced that high does not normally coexist: advertisers established the commercial value while the organic positions went unclaimed.

What we usually find[4]

What goes wrong on most established websites?

Eight faults recur. The most common is that all search traffic comes from people already searching the company name, meaning the website introduces nobody new.

Traffic that is entirely brandedSearch delivers only people who already know the name. It introduces nobody new.
Pages competing with each otherOne query returns six of your own URLs, so search engines rank all of them weakly instead of one strongly.
Services with no pageCapabilities listed on the home page that have no destination, so nothing can rank and nothing can be cited.
Location pages ranking for nothingMulti-site businesses losing local searches in their own cities because the pages carry no genuine local signal.
An asset nobody maintainedOne old page quietly reaching thousands of monthly searches and producing no traffic.
Authority quietly decayingDirectory links lapsing faster than new ones are earned, dragging search and AI citations down together.
Credentials nobody can readReal certifications displayed as footer images, invisible to search engines and AI systems alike.
An unresolved business identitySearch and AI unable to pin the company to a specific place, so local intent never resolves to it.

Measured, not assumed: across seven companies analysed in one industrial market in July 2026, five showed evidence of purchased or spam backlinks — blog networks, cheap top-level domains, an SEO vendor case study and directory schemes. Not one of the seven appeared in the Google AI Overview returned for their own category, while three companies outside that set did.

What we deliver[5]

What do you actually deliver?

Three pieces, in order: an analysis establishing where you stand, a build specification stating exactly what to construct, and optionally the pages themselves. Most companies start with the first and decide from there.

01 / ANALYSIS

Where you stand

Your position in search and AI answers, who is beating you, what share of your market you capture, and the reasons behind all three.

02 / SPECIFICATION

What to build

Every page mapped. Target term, URL, headings, schema, internal links, priority order. Written so your developer can work straight from it.

03 / PAGES

The writing

Optional, quoted separately. Most specifications die on delivery because nobody writes the pages. We write them if you want us to.

Who this is for[6]

Who is this for?

Established B2B and industrial companies that are better than their search presence suggests.

Typically owner or family run, five to fifty million in revenue, one or more locations, with real credentials and a website that reflects none of it. Usually there is already someone looking after that website, and usually that relationship works fine. What is missing is not effort. It is a diagnosis.

The work spans the vocabulary these buyers actually search: variable data printing, kitting and assembly, pick and pack, warehousing and SKU management, literature fulfillment, EDDM and presort mailing, NCOA processing, wide format, MRO supply, 3PL logistics, CNC machining tolerances, and the certifications that govern each.

ManufacturingIndustrial distributionWholesalePackaging Commercial printingFulfillment & 3PLEquipment dealers Specialty contractorsEnvironmental servicesFacility services
Questions[7]

Common questions

What is search and AI visibility analysis?
Search and AI visibility analysis is the practice of measuring where a company appears when its buyers look for what it sells, both in traditional search results and in AI-generated answers. It covers keyword position against named competitors, share of the available clicks, presence in AI answer engines, and the structural reasons behind both. It is diagnostic work rather than marketing execution.
Are you an SEO agency?
No. We do not build websites, run advertising, manage social accounts or take retainers for delivery work. We produce a diagnosis and a build specification, and whoever already looks after your website implements it. That relationship usually works fine; what is missing is a precise instruction set.
How much does an analysis cost?
The first analysis is provided at no charge for companies that fit. The build specification that follows is quoted per engagement and typically runs between $6,500 and $12,500 depending on company size and the number of pages involved. Page writing is optional and quoted separately.
How long before results appear?
Structural corrections such as resolving pages that compete with each other, rebuilding location pages and adding schema typically show movement within four to eight weeks, because those pages already exist and are indexed. New pages targeting new terms generally take three to six months to settle.
Do you work with our existing agency?
Yes, and that is the normal arrangement. The specification is written to be handed to whoever builds your site and worked from without further interpretation. We do not contact your clients, compete for the retainer, or ask anyone to be replaced.
Which industries do you work in?
Predominantly B2B and industrial: manufacturing, distribution, packaging, commercial printing, fulfillment and logistics, equipment dealers and specialty contractors. The common factor is a business with real capability whose buyers research online before making contact.
Start[9]

See where you stand. No charge for the first look.

Send your company and your market. We will run the analysis and send back a summary naming your competitors, the search terms they are winning, and where you sit against them.

No call required and no obligation. Read it, check it yourself, and decide. If the findings are worth discussing after that, we can talk then.

Get your 2–3 page analysis

Prepared for your company against the competitors you name. Written by the person who would run the paid work.

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