Picture a Mumbai fintech. In March, it posts six openings for React Native developers. In April, a new CTO joins. In May, it signs an app rebuild with a development firm in Hyderabad.
Three Pune firms could have built that app. None of them contacted the fintech during those three months. They were busy sending the same pitch to 2,000 companies from a purchased list, most of which had no project planned that quarter.
This happens all the time in Indian IT services. Companies that are about to buy often show it in public, through job posts, filings, leadership changes and vendor research. The firm that notices early has a much better chance of starting a relevant conversation. Everyone else wonders why reply rates keep falling and why their sales team spends weeks on accounts that were never going to buy.
This article explains which signals matter for IT services companies, how to rank them, and how to act on them without sounding like you’ve been watching the buyer.
Quick answer
Intent signals are actions that show a company is likely to buy soon. For IT services companies, the strongest are hiring for a specific tech stack, new funding, a new technology leader, a migration or end-of-life deadline, and active vendor research. Filter by fit first, rank by signal strength and recency, act quickly on the urgent ones, and write your message about the situation behind the signal.
What counts as an intent signal
An intent signal is anything a company does that suggests it needs what you sell. A company that looks like your ideal client is a fit. A company that looks like your ideal client and just hired a new VP of Engineering is a fit with intent. The first one goes on a list. The second goes to the top of it.
Intent data comes from three places.
First-party data comes from your own channels: repeat visits to your pricing or case study pages, webinar attendance, content downloads, replies to your posts. It’s the strongest data you’ll get because it’s about you specifically. The limit is that it only covers people who have already found you.
Third-party data comes from platforms that track research behavior across publisher networks and review sites, such as Bombora or G2 Buyer Intent. It shows which companies are researching a topic before they reach your website. It costs money, works at the company level rather than the person level, and comes with noise.
Public signals are what companies announce openly: job posts, funding news, press releases, leadership changes on LinkedIn, government filings and tenders. They’re free or cheap to collect. For most Indian IT services firms, this is where I’d start.
The signals that matter most for IT services
Hiring signals
For development firms, job posts are the most useful signal, because they tell you the stack, the seniority, and the urgency. One post means little. Several openings for the same stack, contract roles alongside full-time ones, or roles that stay open for weeks usually point to a company that needs capacity faster than it can hire. That’s when outsourcing gets considered.
Money signals
New funding means new budget and pressure to ship. Press coverage is the obvious source, but not the only one. Indian companies that issue new shares file a return of allotment (Form PAS-3) with the Ministry of Corporate Affairs. That can point to fresh funding, though it can also reflect employee stock options or a rights issue, so treat it as something to look into, not as proof. Large contract wins and new government projects count as money signals too.
Leadership signals
A new CTO, CIO, or VP of Engineering is one of the strongest signals you can find. New technology leaders often review existing vendors and set their own agenda in their first few months. Past client contacts who move to a new company belong here as well, because they carry their trust in you to the new job. Director changes are filed with the MCA on Form DIR-12 and are worth checking, but most technology leaders aren’t directors, so LinkedIn is usually the better place to watch.
Technology signals
Migrations, cloud moves, and platforms reaching end of life create projects with deadlines attached. When CentOS 7 reached end of life in June 2024, every company still running it had a migration to plan. Job posts that mention legacy systems, and website technology checkers like BuiltWith or Wappalyzer, show you which companies run the stack you can modernize.
Research signals
A company comparing vendors on review sites, issuing an RFP, or repeatedly reading your case studies is in active evaluation. These signals don’t last long, and decisions can move quickly once a shortlist exists.
Expansion and compliance signals
Entering a new market, launching a product line, integrating an acquired company, or preparing for new rules such as India’s Digital Personal Data Protection framework all create technical work with a business deadline.
How to prioritize: fit, strength, and timing
A strong signal from a company outside your ideal client profile is still not a lead. Filter by fit first. Then rank by how strong the signal is and how recent.
Set response-time targets based on each signal’s urgency. Active vendor research, RFPs and repeat visits to your pricing or case study pages should be handled within days, because the buyer is deciding now. Funding, hiring, and leadership changes generally give you more time, but the window varies by company and project.
As a starting point, treat a new technology leader’s first few months as your window, while they’re still setting priorities. Follow up on a funding round within weeks, before vendors are chosen. Several job posts for your stack suggest you have a few weeks. A content download is worth a follow-up within a week or two. For a migration or end-of-life deadline, the deadline itself sets the pace. A single job post is too weak to act on alone, so wait for a second signal.
Refine these targets using your own sales data. Your buyers will tell you, through what closes and what goes cold, how fast you need to move.
Signals also stack. A fit account showing two or three signals within a couple of months, say a new CTO plus four open developer roles, belongs in your top tier. A fit account with one weak signal goes on a watch list.
How to act on a signal
The signal tells you when to reach out. It shouldn’t be the message.
“I saw you visited our pricing page” makes buyers feel watched. Write about the situation the signal points to instead: “Teams hiring React Native developers this fast usually hit a release slowdown before the new hires are productive. Here’s how we’ve covered that gap for other fintech companies.” The buyer recognizes the problem without being told you tracked them.
Before you contact anyone, do the qualification work. Find out who owns the budget, whether the need matches what you deliver, and how urgent the timeline looks. Checking budget, authority, need, and timing at the prospecting stage saves you from discovering them in the third meeting. [Link: How Software Companies Turn Qualified Leads Into Signed Projects]
Then pick the channel that suits the account: a LinkedIn message to the new leader, a warm introduction through a shared contact, an invitation to a relevant session, or content that speaks to the exact problem the signal suggests.
Five mistakes I see often
Treating one signal as a buying decision. A single job post is a reason to watch an account, not to pitch it.
Acting too late. By the time a funding announcement is several months old, the vendors are often already chosen.
Skipping fit. Chasing strong signals from companies you can’t serve wastes more time than having no signals at all.
Buying an intent data tool before defining your ideal client. The tool will hand you thousands of signals and no way to decide which ones matter.
Writing messages that reveal the tracking instead of addressing the problem.
How we apply this at Cybridge
Our lead generation work runs on one formula: ICP + Intent + Right Outreach + Right Content. The ideal client profile decides who is worth contacting. Intent signals decide when. The outreach and content decide whether the buyer responds. The result is a lead that’s ready for a sales conversation. We move qualification upstream into prospecting, so the meetings our clients take are with companies that fit, have a need, and are in a buying window.
Questions founders ask
What is intent data?
Information showing that a company is researching, planning or preparing to buy something. It includes activity on your own website, research tracked across third-party sites, and public signals like job posts, funding, and leadership changes.
How is intent-based marketing different from ABM?
Account-based marketing selects target accounts by fit and works them over a long period. Intent-based marketing ranks accounts by current buying signals, so your effort goes to the companies most likely to buy now.
Do small IT companies need paid intent data tools?
Not to start. Job posts, funding news, leadership changes, MCA filings, and your own website data cover most of what a small firm needs. Paid tools make sense once your ideal client profile is defined and you’re tracking more accounts than your team can review by hand.
How quickly should you act on an intent signal?
It depends on the signal. Active vendor research and RFPs need action within days. Leadership changes, funding, and hiring usually give you more time, but the window varies, so track what works in your own pipeline.
Is using intent data legal in India?
Public company information, such as job posts, filings and press releases, can be useful research input. Personal data, including named individuals’ contact details and online activity, has to be handled carefully. India’s Digital Personal Data Protection framework applies to digital personal data and is coming into force in phases, and other laws and platform rules may also apply. Review how your tools collect and process data, and get legal advice for your specific outreach process.
Stop pitching companies that aren’t buying
If your team sends hundreds of messages a month and most go to companies with no project planned, the problem is timing, not effort. Book a 1:1 call with me, and we’ll look at which buying signals matter for your services, which accounts in your market are showing them right now, and how to reach them before your competitors do. [Book a 1:1 call]
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