4+ YOE PM, laid off last year, getting interviews every week but not converting final rounds. Need honest advice.

Hi everyone,

I need some honest advice from people who have gone through a long job search.

I have 4+ years of product management experience. My previous work was in a niche B2B SaaS product. I do not want to name the exact domain because it is very niche and some people may be able to identify it. But broadly, it was a compliance-heavy enterprise workflow automation SaaS product.

The product had a lot of third-party integrations, AI features, dashboards, alerts, permissions, workflow automation, data mapping, and enterprise users. It was not a simple SaaS product. There were multiple user personas, enterprise buyers, internal users, process-heavy use cases, and many technical dependencies.

I also have a BCA (similar to BSc in CS) degree from a Tier-3 college, so I know I do not have the college brand advantage.
I was laid off around October last year. I had garden leave for around two months. So officially I have been job hunting for around eight months, and unofficially close to ten months.

In the beginning, I got a few calls and even had a couple of offers for Associate Product Manager roles. At the same time, I was also interviewing for PM and Senior PM roles at bigger companies where the salary was almost 4x. Those roles felt closer to my actual experience level, so I declined two APM offers thinking that at least one PM or SPM process might convert.

That did not happen.

After two or three rounds, some companies stopped responding properly. Some later said the role was halted, moved to another country, or deprioritized.

From January onwards, I started getting more interviews. Earlier, I was applying to both B2C and B2B roles. I failed badly in B2C, so I stopped applying there and started focusing mostly on B2B SaaS roles.

For the last six to seven months, I have been getting at least one to two interviews almost every week. So the issue is not that I am getting zero calls. I am getting calls, I am clearing some rounds, and I am reaching late stages also.

But I am not converting final rounds.

Most processes take one to two months. I clear HR round, hiring manager round, product round, assignment or case study, and sometimes even late-stage discussions. But by the final round, either I get rejected or the role goes cold.

The common pattern I am seeing is this:
1. I apply to many jobs
2. I get shortlisted
3. I clear HR screening
4. I clear hiring manager round
5. I complete assignment or product case
6. I research the company and product
7. I reach final round
8. The final interviewer asks very domain-specific questions
9. I fumble on one or two assumptions
10. I get rejected

Usually, the final round is with a VP Product, Head of Product, founder, or CXO-level person.

The earlier rounds mostly go fine. They ask about my past work, product thinking, prioritization, execution, stakeholder management, technical understanding, integrations, AI features, metrics, and so on. I am able to explain those things.

But in final rounds, the discussion becomes very domain-specific.
For example, if it is fintech, they expect me to already know fintech-specific user behaviour, edge cases, risk points, metrics, and business model details. If it is ad tech, they expect me to understand the domain deeply. If it is another SaaS tool, they expect me to already understand their customer workflows and hidden constraints.

I understand that PM roles need domain understanding. I am not saying domain knowledge is not important. But sometimes it feels like they expect me to know things that someone would usually learn only after joining the company and spending one or two months with customers, internal teams, and product data.
This is where I am struggling.

I use AI transcripts and notes after interviews to review what went wrong. When I check my mistakes, most of them are not around basic product sense or communication. The mistakes are usually around domain-specific assumptions.

Some examples:
● I do not always know the hidden constraints of that industry
● I do not always know which metric matters most in that domain
● I sometimes miss business model nuance
● I solve the problem in a structured way, but not with enough domain depth
● When the interviewer says, “But in our industry, this works differently,” I lose confidence
● I struggle to connect my previous niche B2B SaaS experience to their exact domain
● I fumble when the question becomes too specific to their product or industry

Earlier, I also had a positioning problem. I was explaining my previous work too directly, and because the domain was niche, people were either confused or made wrong assumptions.

Now I try to explain my background as:
● Technical B2B SaaS product management
● Enterprise workflow automation
● Integration-heavy SaaS
● AI-assisted product features
● Compliance-heavy workflows
● Dashboards, alerts, permissions, and data mapping
● Process-heavy products with multiple stakeholders
This helped me clear more first and second rounds. But final conversion is still not happening.

The bigger issue is that I feel stuck in the middle.
When I apply for APM roles, companies feel I am overqualified or that I will leave in three to six months if I get a better offer. When I apply for PM or SPM roles, companies expect very strong domain depth. Since my previous domain was niche, I am not able to show domain depth in fintech, ad tech, CRM, SaaS tools, and other areas.

If I go lower, I usually get:
● Very low salary, around 6 to 8 LPA ($6-8K/year)
● Product support specialist type roles
● Roles that are not actually product management

If I aim for PM or SPM roles, I reach final rounds but lose out when the discussion becomes too domain-specific.
At this point, I am honestly exhausted. It is not like I am not trying. I am applying, preparing, giving interviews every week, doing assignments, researching companies, and reviewing my own mistakes.

But after months of this, the same pattern is repeating.
I need advice on a few things:
1. How should I position my experience without making it sound too niche?
Should I say technical B2B SaaS PM, enterprise workflow automation PM, integration-heavy SaaS PM, compliance-heavy SaaS PM, or something else?
2. How much domain knowledge is actually expected before joining a PM role?
Is it normal for final rounds to expect this much domain depth?
3. How should I handle domain-specific questions when I have not worked in that exact domain?
What is a good answer when I do not know the industry-specific detail?
4. How do I convince interviewers that my PM skills are transferable?
I can break down users, workflows, pain points, prioritization, metrics, integrations, trade-offs, and execution. But I struggle when they expect industry-native intuition.
5. Should I continue applying broadly across B2B SaaS, fintech, ad tech, CRM, and SaaS tools?
Or should I narrow down only to roles that are close to my previous niche?
6. Should I take a lower-paying PM or APM role just to re-enter the market?
Or will that hurt my profile more?
7. Is this a skill gap, a positioning issue, or just a bad market?
I want to be honest with myself and fix the real issue.
8. How do I prepare for final rounds without burning out?

Each company takes one to two months, and I cannot do a full domain deep dive for every company at the same level.
I am not looking for sympathy. I need practical advice from people who have hired PMs, switched domains as PMs, or gone through a long job search in India.

If you were in my place, what would you do?

Would you:
● Focus only on similar niche B2B SaaS roles
● Rebrand as a technical B2B SaaS PM
● Target only integration-heavy or workflow automation SaaS products
● Take a lower-paying PM or APM role for now
● Move temporarily to product operations, implementation PM, or product analyst roles
● Keep applying broadly but improve final-round domain preparation

Any honest advice will help.