Over the past month, I have reviewed close to twenty AI consultancy websites. The pattern is consistent.
"We implement AI for enterprises."
"Bridging the gap between AI's potential and practical implementation."
"Helping companies leverage next-generation AI."
The names change. The hero copy does not. If you removed the logos and shuffled the homepages, most buyers could not tell one firm from another.
This is the positioning crisis in AI consulting today. The firms living inside it rarely recognize it.
What sharp positioning actually looks like
A small number of firms in the category demonstrate the alternative.
Their hero copy is built around one principle. They name a specific vertical. They make a verifiable claim about the team's background. They filter out the buyers they do not serve. They give qualified buyers a reason to continue reading.
A single well-written sentence performs five distinct functions. It identifies the firm category. It identifies the buyer. It makes a specific claim. It filters out the wrong audience. It opens the door for the right one.
Compare that to the typical AI consultancy hero. "We help enterprises implement AI." Which buyers does that filter out? None. Which buyers does it speak to specifically? None.
The rest of a well-positioned firm's site reinforces the same discipline. Services are organized clearly and explained in enough depth to demonstrate substance, without unnecessary length. The reader finishes the page with a clear understanding of what the firm does and who it serves.
This is what disciplined positioning looks like. It is not stylistic. It is structural.
Why most firms become generic
The pattern is predictable.
AI is being adopted across every industry simultaneously. The wave is hitting every company at once. AI consultancies, seeing the opportunity, attempt to position themselves to capture all of it.
The result is hero copy that reads: "We help companies of all sizes across every industry implement tailored AI solutions."
To the founder, this feels strategically sound. It captures the largest possible market. It avoids prematurely closing off opportunities.
To the buyer, it captures nothing.
When a buyer lands on a homepage claiming to serve every company across every industry, the buyer does not conclude that the firm is versatile. The buyer concludes that the firm has not yet developed a point of view about who it serves best.
Specificity wins. Generality loses. Most founders resist this because committing to a niche feels like leaving revenue on the table. In practice, it is the only way to capture revenue at all.
The gap between what founders believe and what their website shows
If you ask an AI consultancy founder to describe their positioning, the answer is typically clear and specific. They serve X industries. They focus on Y problems. They differentiate on Z capability.
If you then read their homepage, the picture changes. The hero is generic. Six or seven industries are listed. Services span strategy, implementation, training, support. The team page describes generalist expertise.
The founder's internal model of the firm is sharper than the message the website actually delivers.
This gap is what costs deals. Buyers do not see what the founder believes. They see what the homepage says. And what the homepage says reads, in most cases, like every competing firm in the category.
You are more general than you think.
Why this matters now
The positioning crisis in AI consulting is not new, but it is accelerating.
Three years ago, AI was a specialty. A small number of firms competed for a small number of buyers. Generic positioning was suboptimal but survivable.
Today, AI is being adopted across every industry, every function, every company size. Every consulting firm is repositioning itself around AI. Every staffing firm, every transformation shop, every implementation partner has added AI to their service line.
Generic positioning used to be neutral. Today it is actively harmful. When every firm sounds the same, the firms that fail to differentiate are not invisible. They are indistinguishable. Buyers default to whichever firm has the largest logos, the lowest price, or the strongest existing relationship.
The window for positioning to compound is now. Firms that establish category-specific authority over the next twelve months will be the firms that own their niche by the time the market matures.
What founders should do about it
The first move is to choose a niche and commit to it.
This requires looking honestly at three things. The firm's existing expertise. The patterns across past clients. The verticals where the firm has produced its strongest outcomes.
From there, the positioning work begins. The hero is rewritten to speak to one specific buyer rather than every possible buyer. The services list is narrowed. The case studies are reorganized to reinforce the chosen vertical rather than to demonstrate breadth.
This work is uncomfortable. Saying yes to a niche means saying no to opportunities that arrive outside it. Most founders are unwilling to do this on their own, which is why most firms remain generic indefinitely.
One thing every AI consultancy founder should understand
You are more general than you think.
That sentence is not an insult. It is a diagnostic.
If your firm's homepage could be interchanged with three of your competitors and a buyer would not notice, you do not have a positioning problem in the abstract. You have a positioning problem that is actively shaping which clients find you, which deals you close, and which engagements you lose.
The firms that win in this category will be the firms that picked a lane early and committed to it.
The rest will continue to compete on price, logo size, and luck.