
How AI Is Compressing Awareness, Consideration, and Decision Into One Conversation
For years, marketing followed a familiar path.
A prospect became aware of a problem. They researched possible solutions. They compared providers. They checked reviews. They visited websites. And eventually, they filled out a form, scheduled a consultation, or picked up the phone.
For tax and accounting firms, the journey often looked something like this:
Awareness → Education → Consideration → Validation → Decision
Marketers built entire systems around moving prospects from one stage to the next.
A blog article created awareness.
A guide educated them.
A case study built confidence.
An email nurture sequence kept the firm visible.
A consultation sat at the bottom of the funnel.
That buyer psychology hasn’t disappeared.
But something important has changed:
The time between those stages is collapsing.
What once required six Google searches, four website visits, three nurture emails, and a couple of weeks of thinking can increasingly happen inside one AI conversation.
AI hasn’t eliminated the buyer journey. It has put the buyer journey on fast-forward.
And that fundamentally changes how tax and accounting firms need to think about growth.
The Funnel Didn’t Die. Our Control Over It Did.
People still identify problems.
They still learn.
They still compare options.
They still look for trust.
And they still make buying decisions.
What’s disappearing is the assumption that the marketer controls the sequence.
Historically, a prospect might search Google, find your website, read an article, download a guide, enter an email sequence, return to your site, read a case study, and finally book a meeting.
We could watch much of that happen.
And we could build marketing automation around it.
Now consider a business owner asking an AI assistant:
“I own a construction company in Southern California doing about $4 million a year. My accountant prepares my taxes but doesn’t do much planning during the year. Am I missing opportunities? What would a proactive tax advisor do differently, what should that normally cost, and which firms near me specialize in companies like mine?”
That’s one conversation.
But look at what can happen inside it.
Awareness
Maybe my current accountant isn’t providing everything my business needs.
Education
What’s the difference between tax compliance and proactive tax planning?
Solution Awareness
Maybe what I actually need is a year-round advisory relationship.
Consideration
What should that service include? What should I expect to pay?
Vendor Research
Which firms provide this service to businesses like mine?
Due Diligence
What do their websites, reviews, profiles, and other sources say?
Comparison
Which firm appears best suited to my situation?
Those are the traditional stages of the funnel.
But the prospect may move through all of them during lunch.
The funnel still exists in the buyer’s mind.
It just doesn’t behave like a funnel anymore.
HubSpot’s Own Evolution Tells the Story
There’s some irony here.
HubSpot helped popularize modern inbound marketing and the idea of systematically moving buyers through a funnel.
Then, years ago, HubSpot began promoting the Flywheel instead.
That shift recognized something important: customers weren’t simply the end of a funnel. Great customer experiences could create momentum through retention, referrals, advocacy, and additional growth.
Now HubSpot has moved again.
Its latest framework is Loop Marketing, developed specifically for the AI era.
HubSpot’s own announcement opens with a remarkably direct observation:
The funnel isn’t flowing.
HubSpot says attention is now scattered across channels such as YouTube, Reddit, podcasts, AI tools, and other platforms, while AI increasingly answers buyers’ questions before they ever visit a traditional website.
The specific framework isn’t what’s important for most independent accounting firms.
The historical progression is.
Funnel → Flywheel → Loop
Each evolution reflects less control over a buyer moving through a neat, predictable sequence.
And AI has accelerated that change dramatically.
Google reported in 2026 that AI Mode had surpassed one billion monthly active users globally, while queries in AI Mode had more than doubled every quarter since launch. Google also says people are using these experiences to ask longer, more complicated questions that more closely reflect what’s actually on their minds.
So this isn’t a theoretical change that might matter five years from now.
It’s happening now.

AI Gives Every Prospect a Research Department
This may be the biggest disruption to the old funnel.
The buyer no longer necessarily needs your marketing sequence to educate them.
They have an always-available research assistant.
A prospective client can ask:
“Why would I need year-round tax planning?”
Then:
“Give me an example for a construction company.”
Then:
“What strategies should someone like me discuss with an advisor?”
Then:
“What should that service cost?”
Then:
“What should I ask before hiring a tax advisory firm?”
Then:
“Find firms in my area.”
Then:
“Compare them.”
Then:
“What do clients say about each one?”
The prospect can continue asking questions for as long as they want.
They don’t have to wait for Email #3.
They don’t have to download the next guide.
They don’t have to follow the path that a marketer created.
The prospect can now self-nurture.
That’s a major change.
It doesn’t mean nurture marketing disappears.
It means the buyer can now move through education and consideration at their pace instead of yours.
The Scariest New Marketing Problem Happens Before Your Website
For years, accounting firms worried about website conversion.
Someone visited but didn’t call.
Someone abandoned the contact form.
Someone viewed a service page and left.
Those problems still matter.
But there’s now a potentially bigger one:
What if the prospect never reaches your website because your firm didn’t survive the AI research phase?
Imagine someone asks:
“Which accounting firms near me specialize in dental practices and provide proactive tax planning?”
There may be five firms in the market capable of serving that prospect extremely well.
But perhaps only two have enough visible digital evidence to make that expertise obvious.
Those two firms may become the shortlist.
The other three might be equally talented.
The prospect simply never discovers them.
You didn’t lose the opportunity because your website converted poorly.
You lost it before you even knew the opportunity existed.
That’s a very different acquisition problem.
Your Website’s Job Is Changing
For years, accounting-firm websites carried a huge educational burden.
The site had to explain:
Who the firm was.
What services it provided.
Why those services mattered.
What made the firm different.
Why visitors should trust it.
And what they should do next.
AI can increasingly handle part of that education before someone arrives.
By the time a prospect reaches your website, they may already understand:
What advisory means.
Why tax planning matters.
What they should expect.
Which firms they’re considering.
What reviewers are saying.
And which questions they should ask.
That means the website’s role starts to change.
The prospect may arrive thinking:
“Okay. Prove it.”
Can they immediately understand:
Is this firm for someone like me?
Do they understand my problem?
Do they have relevant expertise?
Do clients support the story they’re telling?
Are there credible people behind this business?
What makes them different?
And finally:
What do I do next?
The website becomes less about making every prospect consume an entire educational journey.
It increasingly becomes about validation and action.
If Your Website Traffic Is Down, Don’t Panic Yet
This shift is already creating confusion for firms looking at Google Analytics and Google Search Console.
Traffic is down.
Impressions may be behaving differently.
Some informational pages that used to generate significant visits are producing fewer clicks.
The immediate reaction is understandable:
“Our SEO is failing.”
Maybe.
But that’s no longer the only explanation.
Consider the person who searches:
“When are quarterly estimated taxes due?”
or:
“What is Form 1099-NEC?”
AI Overviews, conversational search, or an AI assistant may provide enough of an answer that the user never needs to visit another website.
That pageview disappears.
But was that visitor really a high-value prospective client?
Probably not.
Now consider someone asking:
“Which firm should advise my $4 million business on proactive tax planning?”
That’s a fundamentally different search.
The metric that matters isn’t simply whether aggregate traffic went down.
It’s whether you’re attracting and converting more high-intent buyers.
HubSpot published some compelling data on this in June 2026.
Across the businesses it studied, HubSpot reported organic traffic declining 27% year over year. But CRM buyers using AI search were 36% more likely to purchase than those who didn’t use AI search.
That’s a big distinction.
Less traffic does not automatically equal worse marketing.
What If Traffic Drops and Revenue Goes Up?
Imagine this:
Last year
5,000 website visits
50 inquiries
10 ideal clients
This year
3,500 website visits
45 inquiries
15 ideal clients
Traffic fell 30%.
But ideal-client acquisition increased 50%.
Would you call that a bad year?
Of course not.
You’re not a media company.
You don’t make money from pageviews.
You make money from relationships.
That’s why firms need to become much more careful about using yesterday’s metrics to evaluate today’s buyer journey.
Traffic still matters.
Rankings still matter.
Clicks still matter.
But they’re means to an end.
The business outcome matters more.
Zero-Click Search Can Become a Qualification Layer
Zero-click search is usually discussed as a negative.
And for businesses monetizing pageviews or advertising, it often is.
But professional services are different.
If AI answers a surface-level informational question before someone visits your site, that may remove low-intent traffic.
Meanwhile, the person who eventually reaches your site after researching a major financial problem may be dramatically more informed.
They may already know:
What the service is.
Why they need it.
What your firm does.
How you compare.
What clients say.
And what action they want to take next.
That changes the value of the visit.
For tax and accounting firms, some zero-click behavior may act more like a qualification layer than simply lost traffic.
Fewer tire-kickers.
More educated prospects.
Potentially higher-intent conversations.
Content Isn’t Dead. Its Job Has Changed.
There’s an easy but dangerous conclusion to make here:
If AI is answering questions, maybe firms don’t need to create content anymore.
Wrong.
Content may actually become more important, because AI systems and prospective buyers still need credible information from which to understand your expertise.
What changes is how firms think about that content.
Historically, marketers asked:
Is this top-of-funnel content?
Middle-of-funnel?
Bottom-of-funnel?
The better question now is:
What important buyer question does this content answer?
Your ideal client may ask:
- What problem do I actually have?
- Why does it matter?
- What are my options?
- What does this service include?
- What will it cost?
- Who is this service best for?
- What mistakes should I avoid?
- What outcomes should I expect?
- Why should I trust this firm?
- How is this firm different?
- What are clients saying?
- How do I start?
Those questions still need answers.
The difference is that the buyer decides the order.
The old marketing battle was for the stage. The new battle is for the answer.
Stop Thinking Only in Keywords
This also changes how firms should think about SEO and Generative Engine Optimization, or GEO.
Traditional SEO often began with:
“What keyword do we want to rank for?”
Keywords still matter.
But conversational AI allows prospects to express much richer intent.
They may not search:
“Dental accountant Irvine.”
Instead they might ask:
“I’m a dentist in Irvine with two locations and about $3 million in revenue. My current accountant mainly handles compliance. Who can help me with proactive tax planning and business strategy?”
That’s not simply a keyword query.
It’s a detailed request for a recommendation.
And answering it requires more than having the words “dental accountant Irvine” on a page.
Your digital presence needs to communicate:
Who you serve.
What you know.
What problems you solve.
Where you operate.
How clients experience working with you.
What makes you different.
And whether outside evidence supports those claims.
This is why niche positioning, strong reviews, useful content, Google Business Profiles, industry directories, public mentions, podcasts, and other third-party signals are becoming increasingly important.
Collectively, they create evidence.
Be Present. Be Provable. Be Ready.
Tax and accounting firms don’t need another complicated funnel diagram.
They need three things.
1. Be Present
Can prospective clients find you where they actually research?
Depending on your audience, that might include:
- ChatGPT and other AI tools
- Google Business Profile
- Professional directories
- Niche accounting or industry directories
- Public reviews
- Podcasts
- Local media
- Industry websites
- Relevant communities
- Reddit or other discussion platforms
HubSpot itself now recommends thinking beyond Google alone and examining places such as ChatGPT, Reddit, niche forums, and social platforms when determining where audiences conduct research.
The principle is simple:
You can’t be considered if you’re invisible.
2. Be Provable
Suppose someone asks:
“Find me an accounting firm that specializes in dental practices.”
Your homepage says:
“We provide comprehensive tax and accounting services to businesses and individuals.”
Maybe you actually work with 75 dentists.
Maybe you’re extraordinary at it.
But where is the proof?
Do you have:
A dental-practice service page?
Articles answering dental-practice questions?
Relevant reviews?
Case studies or client experiences?
Team bios showing industry expertise?
Podcast discussions?
Professional associations?
Third-party mentions?
Frequently asked questions?
If the evidence doesn’t exist online, a recommendation system has far less to work with.
Your expertise may be real.
But it isn’t visible.
Don’t just claim expertise. Make expertise provable.
3. Be Ready
Now assume the prospect finds you.
They understand the problem.
They’re convinced they need help.
They trust the evidence.
What happens next?
Compare these two calls to action:
Contact Us
versus:
Schedule a 20-Minute Tax Strategy Conversation
One creates another decision.
The other provides a clear next step.
Can prospects schedule directly?
Can they see availability?
Is the form simple?
Will someone respond quickly?
Does the intake experience feel as modern as the marketing that got them there?
The buyer journey is getting compressed.
Your path to action needs to get compressed too.

AI Is Moving Beyond Answers Toward Action
This is where the shift becomes even more interesting.
AI isn’t only getting better at answering questions.
It’s moving toward helping users do things.
Google’s 2026 Search updates increasingly emphasize agentic capabilities and helping users move from research to action.
OpenAI is showing a similar pattern in commerce. ChatGPT’s product-discovery experience allows users to describe what they need conversationally, refine their requirements, compare alternatives, and move increasingly close to a transaction without repeating the old process of opening dozens of tabs.
Buying accounting services isn’t the same as buying a television.
But the behavioral direction matters.
Today:
“Who should I hire?”
Then:
“Which firm is best for me?”
Then:
“Which one has availability?”
And eventually:
“Book me a consultation.”
The distance between:
I have a problem
and:
I have an appointment
is getting shorter.
Marketing Automation Isn’t Going Away
Neither is email.
Neither is CRM.
Neither is nurture.
But their roles change.
If a prospect can self-educate quickly, it makes less sense to assume every lead needs to enter the same 30-day drip sequence.
Someone reads one introductory article?
They may still need education.
Someone visits your advisory page, checks your team, reads reviews, and schedules a consultation?
They’re sending much stronger intent signals.
Modern marketing automation should become increasingly responsive to behavior and intent, rather than simply waiting three days before sending the next predetermined message.
The buyer controls the pace now.
Your systems need to keep up.
A 15-Minute Tax & Accounting Buyer Journey
Imagine Sarah owns a dental practice.
She’s paying more in taxes than she’d like and rarely hears from her accountant outside of deadlines.
She sees a LinkedIn post:
“Tax preparation tells you what happened. Tax planning changes what happens next.”
Awareness.
She asks AI:
“What should proactive tax planning look like for a dental practice?”
Education.
Then:
“What should that service cost?”
Consideration.
Then:
“Find accounting firms near me that work with dentists.”
Vendor research.
Then:
“Which of these firms seems most focused on proactive advisory?”
Comparison.
Then:
“Summarize their customer reviews.”
Due diligence.
She clicks on one firm’s website.
The headline says:
“We help dental-practice owners keep more of what they earn and make smarter decisions year-round.”
Validation.
She sees dozens of recent client reviews.
More validation.
Then:
Schedule a Tax Strategy Conversation
Decision.
How long did the funnel take?
Potentially 15 minutes.
That’s what has changed.
The New ROI Scorecard
This is why tax and accounting firms need to evolve the way they measure marketing.
The old scorecard often emphasized:
Traffic.
Rankings.
Clicks.
Downloads.
Email opens.
Those remain useful indicators.
But they’re not the business outcome.
The better questions are:
Are we generating more of the right conversations?
Are those conversations becoming clients?
Are they better-fit clients?
Are they purchasing higher-value services?
Are they staying longer?
Are they generating referrals?
That’s ROI.
The new scorecard starts looking more like:
Visibility
Can the right prospects find you?
Recommendation
Do you make the shortlist?
Trust
Does the evidence surrounding your firm support that recommendation?
Conversation
Does the right prospect take action?
Conversion
Does the conversation become a client?
Client Value
Is it the type of relationship you actually want?
Lifetime Value
Does that client remain, expand, and refer others?
That’s a far more useful definition of modern marketing performance.
The 15-Minute Challenge for Your Firm
You don’t need to rebuild your entire marketing program tomorrow.
Start with 15 minutes.
Write down the five most important questions your ideal prospect asks before hiring a firm like yours.
Not five keywords.
Five real questions.
Then ask those questions in ChatGPT, Google, Gemini, or another AI search experience.
Pay attention to:
- Which firms appear
- Which sources appear
- Which directories or reviews get referenced
- What kinds of evidence seem important
- Which competitors show up
- What information is missing
- Whether your firm appears at all
Then visit your own website as if AI has already educated you.
Can you immediately determine:
Who does this firm serve?
What are they particularly good at?
Why should I trust them?
Does outside evidence reinforce those claims?
What do I do next?
If those answers aren’t obvious, you’ve found your next priorities.
The New Tax & Accounting Marketing Funnel Has No Funnel
The traditional funnel didn’t stop working because human psychology changed.
People still become aware.
They still learn.
They still compare.
They still trust.
They still decide.
What changed is our ability to control the journey.
Prospects can enter anywhere.
Jump stages.
Ask AI.
Read reviews.
Hear a podcast.
Get a referral.
Search Google.
Visit your website.
Go back to AI.
Compare you against competitors.
And schedule an appointment.
Sometimes in minutes.
So stop obsessing over forcing every prospect neatly from Stage One to Stage Two to Stage Three.
Instead:
Be Present.
Show up where buyers and machines are researching.
Be Provable.
Create enough credible digital evidence to support what you claim.
Be Ready.
Make it incredibly easy for an educated, high-intent prospect to take action.
Because the biggest risk isn’t merely losing somebody after they visit your website.
It’s losing them before they ever get there.
Someone asks AI for the perfect accounting firm.
Another firm makes the shortlist.
And you never even knew there was a prospect in the market.
The funnel didn’t die. Our control over it did.
That’s the new tax and accounting marketing funnel.
It has no funnel.









