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Electrical Company Not in ChatGPT? 6 Real Causes

A 2,880-prompt study found Foursquare supplies 0.00% of ChatGPT's local citations. For electrical, the bigger problem is the noun you brand with.

Om Patel 16 min read
Photo: Angelo Abear / Unsplash

The short answer

Usually because the word 'electrical company' resolves to the wrong entity class. Stripped of location personalization, that phrase retrieves electrical wholesalers, panel manufacturers and utilities, while 'electrician' retrieves service directories. Add a regulator that says the role you advertise cannot legally be hired, and the model has no clean record to recommend.

You are probably not invisible because your work is worse. You are invisible because the two words you built your brand on point retrieval at the wrong kind of business.

Ask a search index what an "electrical company" is, with location personalization stripped away, and it comes back with electrical goods wholesalers, electrical shops, panel manufacturers and, in a few markets, the power utility. Ask the same index what an "electrician" is and it comes back with service directories full of contractors. Same trade, same customer, two entirely different entity classes. Most electrical contractors have spent a decade optimizing for the first noun and then wonder why the machine will not recommend them for the second.

First, work out which question you actually tested

Before diagnosing anything, separate the two ways an AI assistant can answer a question about electrical work, because they fail differently and the chat window makes them look identical.

The first is a places answer, where the assistant builds a structured business card with a name, rating and link. That card is grounded in licensed local data, not in your website. The second is a web answer, where the assistant reads pages and summarizes them. Your site can be perfect for one and absent from the other.

There is a third outcome that electrical contractors hit more than any other trade, and almost nobody counts it as a failure: no referral at all. Ask a model why a breaker keeps tripping and it will explain overloaded circuits, a failing breaker and a possible ground fault in three paragraphs, then suggest you call a licensed electrician generically, naming nobody. You were never in a competition. There was no slot.

Watch out

If your test query was a diagnostic question, you did not test your visibility. You tested whether the model knows basic electrical theory, and it does. Re-run the test with a hiring question before concluding anything.

Cause 1: the noun you brand with points at the supply chain

This is the electrical-specific failure, and it is the one no marketing guide mentions.

I ran the comparison directly. With location personalization stripped out, the query "electrical company near me" returned, in order: industrial electrical contractors on a listings site, one contractor profile, electrical accessory wholesalers, an electrical and electronics retailer, electrical panel manufacturers, substation contractors, electrical shops, electrical goods dealers and two electric supply stores. A separate run surfaced the state power utility and a national distributor of electrical material and equipment.

The same run for "electrician near me" returned service directories almost exclusively: Yelp's electricians category, the BBB electrician directory, a UK trade-matching service, a home services marketplace and a residential electrical services provider.

One string retrieves people who sell electrical parts. The other retrieves people who come to your house. The word "electrical" is doing enormous work as an adjective for a supply chain that is far larger, older and better documented online than the residential trade sitting underneath it. When your business name, your page titles and your meta description all lead with "Electric" or "Electrical," you are handing retrieval a string that already has a strong, wrong meaning.

The fix is not a rebrand. Keep the name on the truck. What has to change is the surrounding language: your title tags, your H1s, your business description and your directory categories all need the words "electrician" and "licensed electrical contractor" doing the identifying work, with the company name as the label rather than the classification. This is the same class of problem covered in why your website isn't showing up in ChatGPT, except electrical has it worse than any other trade because the ambiguity is baked into the trade's own vocabulary.

Cause 2: you are advertising a role that cannot legally be hired

In Ontario the regulator has drawn a line that most electrical marketing walks straight across.

The Electrical Safety Authority is explicit: Licensed Electrical Contracting businesses are the only businesses legally authorized to be hired to do electrical work in a home. ESA then lists two categories under a heading that says, plainly, "Do not hire." Certified Electricians are trained and certified tradespeople, but they are employed by licensed contracting businesses and "cannot be hired directly to do electrical work." Master Electricians are licensed by ESA to manage and supervise the work of a licensed contracting business, and ESA states their licence "is not the same as an ECRA/ESA licence, so they cannot be hired directly."

Now look at how the average electrical website introduces itself. "Master Electrician with 22 years of experience." "Certified electricians serving the region." Both are true, both are meant as credentials, and both describe an entity class the regulator has told consumers not to hire.

A retrieval system building a recommendation has to decide what kind of thing you are. If the strongest, most repeated self-description on your site names a role rather than a licensed contracting business, you have made that decision harder for no benefit. The credential belongs on the page. It should not be the primary identity.

Tip

Write the identity sentence as the business, then attach the credential: "[Company] is a Licensed Electrical Contractor in [city], ECRA/ESA licence 7001234, with Master Electrician [name] supervising." That single sentence names the hireable entity, the jurisdiction, the licence and the supervising role, in the order a regulator and a model both expect.

Cause 3: your licence number is a fact, and you buried it

Every other trust signal you can put on a website is an adjective. Your licence number is a fact somebody else can check, and that makes it structurally different.

ESA issues a 7-digit ECRA/ESA licence number to every Licensed Electrical Contractor, maintains a public contractor locator tool, and tells homeowners directly to ask for that number and verify it before hiring. ESA also notes the number should appear on vehicles, business cards and estimates. What it does not say, because it is a safety regulator rather than a marketing body, is that this is the highest-value string an electrical contractor can put in crawlable text.

Here is why it matters for retrieval. Models resolve entities by finding the same claims about the same name across independent sources. Most contractor claims are unverifiable, so they corroborate weakly. A licence number appears in a government-adjacent registry, on your site, on your estimates and in your directory profiles, and it matches exactly or it does not. It is the cleanest corroboration signal in the trade, and it is sitting unused on the side of a van.

ESA also gives you a genuine differentiator worth stating in text: unlicensed contractors' work has been found to be up to four times faultier than work done by licensed contractors, homeowners may be held responsible if an unlicensed contractor is hurt on the job, and insurance claims linked to unlicensed work may be denied. A page that explains the ESA notification of work, the Certificate of Acceptance you provide at the end of a job and what happens to an insurance claim without one is answering a question homeowners genuinely ask, in a way no national directory can match.

We audit what AI assistants actually retrieve when someone asks for an electrician in your city, which entity class you are filed under, and whether your licence and service records corroborate each other across the sources that ground the answer. That is the whole of our GSEO work.

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Cause 4: the Foursquare advice you were given is stale

If an agency told you to go claim your Foursquare listing because most of ChatGPT's local results come from there, that advice is running on a number that no longer describes the product.

The claim traces to a real study: on 5 May 2025 a Spanish SEO consultant ran 50 prompts across five Spanish cities, inspected the raw JSON responses, and found 60 to 70% of the businesses ChatGPT placed first came from Foursquare. Three qualifiers, all real, all load-bearing: five Spanish cities, May 2025, first-ranked result only. Steady Demand traced the number's path through ten nodes and found all three qualifiers were gone within nine days, and none of the eight later repetitions brought one back. The figure got rounder and more confident with every retelling.

The replication is the part that matters to you. In August 2026, Steady Demand ran 2,880 prompts across 12 US metros and 12 verticals, deliberately weighting the sample toward the categories and dense urban markets where Foursquare's dataset is strongest. Results across 2,879 usable runs on ChatGPT's primary surface:

ProviderCitedRetrievedBusiness-card grounding
Yelp1.04%2.08%95.83%
TripAdvisor13.55%20.70%28.90%
OpenTable1.70%3.58%16.88%
Apple Maps0.14%0.97%0.00%
Foursquare0.00%0.00%0.00%

Foursquare measured 0.00% on the primary surface and 0.06% on an independent cross-check of 1,728 further prompts, a single citation to a gym in Los Angeles. Four weeks before that data was collected, OpenAI announced a non-exclusive data-licensing deal with Yelp for local answers.

The number to hold onto is the control category. Plumbers were included as an unfavorable control, the category the researcher expected Foursquare to do worst in, and Yelp's business-card grounding there was 97.92%, higher than the 93.75% the study reports for hair salons alongside it. Home services is exactly where this licensed-data path is strongest. Your Yelp record is not a legacy directory chore. It is the substrate the business card gets built from.

By the numbers

Foursquare citation share on ChatGPT's primary surface: 0.00% across 2,879 runs, 95% confidence interval 0.00 to 0.13%. Yelp business-card grounding in the plumbers control category: 97.92%. Source: Steady Demand, August 2026.

Two caveats the study states itself, which matter before you act: this is ChatGPT only, US only, English only, and it is a 72-hour snapshot taken four weeks after a licensing deal. It is a partnership number with a shelf life, exactly like the one it replaced. Check it again before you build a year of strategy on it.

Cause 5: your customers verify you on a profile you do not control

This is the pattern in our own Search Console data, and it changed how we think about electrical.

Across a recent 90-day window, filtering our impressions to queries containing "electric," a clear majority of the branded lookups were company name plus a directory. Queries like "wire up electric angi profile," "master's generator and electrical service angi," "d. e. small electrical contractor angi," "go pro electric angi listing," "angi profile quality electric reviews ratings" and "mainly electrical angi reviews negative ratings." Six of the twenty-one electrical queries in that window followed the same shape.

Read that carefully, because it is the whole argument in miniature. When somebody has your company name in hand, a meaningful share of them do not search your name alone and do not go to your website. They search your name plus the directory, because they want the third-party record rather than your own marketing. One of those queries explicitly appends "reviews negative ratings."

Retrieval systems do the same thing for the same reason. Your website is a primary source about itself, which makes it the weakest possible evidence for a claim. The directory profile, the licence registry entry and the review record are independent, and independence is what turns a claim into a fact a model will repeat. If your Angi and Yelp profiles are thin, stale or carry a different phone number than your site, you have handed the corroboration step a contradiction, and contradictions get resolved by picking somebody else.

None of this is an argument for buying directory leads, which is a separate and much worse trade covered in are Angi leads worth it for electrical. Owning the profile and buying the leads are different decisions. Own the profile.

Cause 6: you are competing for a slot that was never open

Most electrical search demand does not end in a recommendation, and this is more true for electrical than for any comparable trade.

Plumbing has burst pipes. HVAC has a furnace out in February. Both produce urgent hiring queries where the only useful answer is a business name. Electrical produces an enormous volume of questions the model can simply answer: why a breaker trips, what a GFCI does, whether a flickering light is serious, what size wire a circuit needs, what the difference is between 100 and 200 amp service. Ask any of those and you get a competent explanation and a generic closing line about consulting a licensed electrician.

You cannot win those. There is nothing to win.

The queries that do produce a named referral are the ones where liability and permits make a generic answer useless. That list is short, specific and unusually valuable:

Query typeWhy it produces a referral
Panel and service upgradesNeeds a permit, an inspection and a licensed contractor to file the notification of work
EV charger installationLoad calculation plus permit, and homeowners research it for weeks before buying
Knob-and-tube and aluminum wiringInsurance-driven, homeowners arrive already knowing they need a licensed pro
Failing or recalled panelsSafety-critical, and the model will not coach a homeowner through it
ESA certificates and inspection failuresPurely procedural, and only a licensed contractor can resolve it
Home inspection electrical deficienciesTime-boxed by a real estate closing, highest urgency in the trade

Notice what these have in common. They are long, researched, multi-week decisions where the homeowner asks several questions before hiring, and every one of them ends somewhere a licensed business has to be named. That is where your visibility budget belongs. Chasing "electrician near me" is chasing the one query in the trade with the most competition and the least room in the answer.

It is also where the economics work, for the same reason covered in how to get more electrical leads: a researched panel or EV charger job and a shared emergency lead are not the same product, and treating them the same is why so much contractor marketing spend evaporates.

A 45-minute diagnostic

Run this in order. It is deliberately cheap and it tells you which of the six causes you actually have.

  1. Establish a hit rate, not an anecdote. Pick one hiring query, something like "licensed electrical contractor in [your city] for a 200 amp panel upgrade." Run it 20 times in fresh chats with no history. Count how many name you. Write the number down. This is your baseline and everything else is measured against it.
  2. Run the noun test. Search "electrical company near me" and "electrician near me" with personalization off. Look at what kind of businesses come back in each. Then read your own homepage title tag and ask which of the two lists it sounds like it belongs in.
  3. Grep your own site for your licence number. If the 7-digit ECRA/ESA number appears only in a footer image or not at all, that is a 10-minute fix with outsized return. Put it in text on the homepage, the contact page and every service page.
  4. Check the regulator's record. Look yourself up in ESA's contractor locator. Confirm the business name there matches the business name on your site, your Google profile and your Yelp profile, character for character. Mismatches here are silent and expensive.
  5. Audit the corroboration set. Open your Yelp, Angi and Google profiles side by side with your website. Check name, address, phone and primary category on all four. Given the 95.83% Yelp grounding figure, an incomplete Yelp record is the single highest-leverage gap on that list.
  6. Ask what class you are. Prompt an assistant with just your company name and read the description it produces. If it calls you an electrical supply company, an electrical engineering firm or gets the service area wrong, you have an entity problem, not a ranking problem, and steps 2 through 5 are the fix.
  7. Re-test in three weeks. Same query, same 20 runs. Compare hit rates. This is slow, and anyone telling you otherwise is guessing.

If step 1 returns 0 of 20 and step 6 returns a wrong description, stop optimizing content. You are not losing a ranking contest, you are absent from the index of businesses that could be recommended, and content will not fix an identity problem.

What none of this will do

It will not guarantee a citation. Nobody controls what a model says, the grounding data changes when a licensing deal changes, and the study above exists precisely because a confident number turned out to describe a product that no longer exists.

It will not move the emergency call. The homeowner standing in a dark house is dialing the first number in the map pack, and that is a local SEO and speed-to-lead problem, not a generative search one.

It will not work in a week. Licensed local data refreshes on somebody else's schedule.

What it does do is make you legible: a licensed contracting business, in a named jurisdiction, with a licence number that checks out against the regulator's own registry and a service record that says the same thing everywhere it appears. Models recommend businesses they can resolve without guessing. For electrical, more than for any other trade, being resolvable starts with not calling yourself the wrong kind of company.

Frequently asked questions

Why isn't my electrical company showing up in ChatGPT?
The most common electrical-specific cause is entity class, not authority. The phrase 'electrical company' resolves toward the electrical goods supply chain, wholesalers, panel manufacturers and utilities, while 'electrician' and 'electrical contractor' resolve toward the trade service. If your whole web presence is built on the first noun, retrieval has to guess what kind of business you are before it can recommend you, and it often guesses wrong.
Should I call my business an electrical company or an electrician?
Keep your legal name, but make sure the words 'electrician' and 'licensed electrical contractor' appear in your page titles, headings and business description. Run the test yourself: search 'electrical company near me' and 'electrician near me' with location personalization stripped out and compare what kind of businesses come back. One returns supply houses and wholesalers, the other returns service directories. Retrieval is reading the noun literally.
Does ChatGPT really get 60 to 70% of its local data from Foursquare?
Not on current US measurement. That figure traces to a May 2025 study of 50 prompts across five Spanish cities that looked only at the first-ranked result. An August 2026 replication by Steady Demand ran 2,880 prompts across 12 US metros and measured Foursquare's citation share at 0.00%, with Yelp attached to 95.83% of ChatGPT's structured business cards. In the plumbers control category, the closest home services comparison in the study, Yelp grounding hit 97.92%.
Does my ECRA/ESA licence number matter for AI visibility in Ontario?
It is the single most verifiable fact about your business and most electrical contractors never put it in crawlable text. The Electrical Safety Authority issues a 7-digit ECRA/ESA licence number and runs a public contractor locator, and ESA tells homeowners to ask for that number and verify it before hiring. A claim a model can check against a regulator's own registry is worth more than any adjective on your homepage.
I advertise that I am a Master Electrician. Is that a problem?
In Ontario it can be, because it describes a role that cannot be hired directly. ESA is explicit that Licensed Electrical Contracting businesses are the only ones legally authorized to be hired for electrical work in your home, and that both Certified Electricians and Master Electricians are employed by those businesses rather than hired directly. If your dominant self-description is a role the regulator says homeowners cannot hire, you are asking retrieval to file you under the wrong entity class.
Does my Google ranking decide whether ChatGPT recommends me?
Less than most contractors assume. Being indexed matters, but the grounding data for ChatGPT's business cards runs through licensed local data rather than your Google position. Ranking well in the map pack and being absent from ChatGPT is a completely normal combination, and it is the reason a Google-only audit keeps coming back clean while the AI answer keeps naming someone else.
I asked ChatGPT once and it named a competitor. Am I invisible?
One query proves almost nothing, because the model is non-deterministic. Run the same prompt 10 to 20 times in fresh chats with no history and record how many runs name you. That hit rate is the real number. Appearing in 4 of 20 runs is a ranking problem worth working on. Appearing in 0 of 20 is an entity problem, and the two need different fixes.
Why does ChatGPT answer my customers' electrical questions instead of referring them to me?
Because most electrical search demand is diagnostic, and models will happily explain a tripping breaker or a flickering light without naming anyone. The referral happens on the liability-heavy, permit-triggering work: panel upgrades, service upgrades, EV charger installs, knob-and-tube and aluminum wiring, and anything that needs an inspection. Those are the queries worth optimizing for, because those are the ones where the answer has to end with a licensed business.
How long does it take to show up after I fix this?
Plan on weeks, not days, and expect different surfaces to move at different speeds. Licensed local data has to refresh on the provider's schedule before ChatGPT's business cards reflect changes, and the web answer path moves when the underlying index recrawls your pages. Nobody can promise a citation on either path, and any agency guaranteeing one is selling certainty that does not exist.
Make your brand the answer inside ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews, entity authority, schema, citations and visibility tracking.
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