Measuring Brand for B2B SaaS: The Hard-to-Measure Asset

Measuring Brand for B2B SaaS: The Hard-to-Measure Asset

Quick answer: Brand is genuinely hard to measure because its impact is long-term, indirect, and doesn’t show up in last-click attribution — but “hard to measure” must not become “don’t measure,” because that’s exactly how brand loses every budget battle to performance marketing. The answer is directional measurement using indicators like brand awareness, branded search volume, share of voice, brand lift studies, direct traffic, and branded pipeline — none perfect, but together painting a picture of whether brand is building. The critical trap is confusing measurable with meaningful: abandoning brand because it’s hard to measure means neglecting something valuable in favor of something merely trackable. Measure brand directionally and over time, connect it to business outcomes where you can, and value it despite imperfect measurement.

Key takeaways

• Brand is hard to measure — long-term, indirect, no last-click.
• “Hard to measure” ≠ “don’t measure” — that’s how brand loses budgets.
• Use directional indicators — awareness, branded search, share of voice, brand lift.
• Don’t confuse measurable with meaningful — trackable isn’t the same as valuable.
• Measure directionally over time, connecting to outcomes where possible.

Brand’s measurement problem is the root of its under-investment: because it’s hard to measure, it loses to measurable performance marketing. The answer isn’t to give up measuring brand, but to measure it well enough — directionally. This guide covers why brand is hard to measure, the metrics, the measurable-vs-meaningful trap, and connecting brand to outcomes.

Why is brand hard to measure?

Because brand’s impact has exactly the properties that defeat conventional marketing measurement:

• Long-term. Brand builds and pays off over months and years, so its effect is disconnected in time from the activity — this quarter’s brand-building shows up in future quarters.
• Indirect. Brand works through other things — lifting conversion, generating inbound, building preference — rather than producing a direct, trackable conversion of its own.
• No last-click. Brand shapes whether a buyer considers and trusts you, but that influence rarely appears in last-click attribution — the buyer converts through a “measurable” channel while brand’s role goes uncredited.
• Diffuse. Brand’s effect is spread across many touchpoints and buyers, not concentrated in a measurable event.

These are the same properties that make content and other long-term marketing hard to measure, intensified. Brand is perhaps the hardest marketing investment to measure precisely — which is why it demands directional measurement rather than the false precision applied to performance channels.

What brand metrics matter?

None of these perfectly captures brand, but together they indicate whether your brand is building. Branded search volume and direct traffic are especially useful, measurable proxies — rising branded search means more people know and seek you specifically, a strong signal brand is growing. Brand awareness and lift studies measure perception more directly (through research). Share of voice tracks your presence versus competitors. Used together and over time, these paint a directional picture of brand health — no single number, but a coherent trend.

What is brand awareness and how do you track it?

Brand awareness is the extent to which buyers know your brand exists and recognize it — the foundational brand metric, since a brand no one knows can’t drive preference. It’s often measured through research (surveys asking whether buyers are aware of or recognize you), giving a direct read on awareness that pure analytics can’t. Beyond surveys, proxies like branded search volume (searches for your name), direct traffic, and social/mention volume indicate awareness through behavior — rising branded search and direct traffic suggest growing awareness. Brand lift studies measure the change in awareness or perception attributable to brand efforts, helping connect brand activity to awareness gains. Tracking awareness over time — through research and behavioral proxies — shows whether your brand-building is actually making you better known, the foundation everything else builds on.

What’s the measurable-vs-meaningful trap?

The most dangerous error in brand measurement: confusing what’s easily measurable with what’s meaningful, and neglecting brand because it’s hard to measure. Because performance marketing is precisely measurable and brand isn’t, teams gravitate to funding and optimizing the measurable — mistaking measurability for importance. But measurable and meaningful aren’t the same: brand can be enormously valuable while being hard to measure, and a trackable metric can be trivial. Abandoning or starving brand because it resists clean measurement means neglecting something genuinely valuable in favor of something merely trackable — optimizing what’s easy to count rather than what matters. This trap is exactly why brand is under-invested. The discipline is to resist it: value brand for its genuine impact even though you can’t measure it cleanly, measure it as well as you can (directionally), and refuse to let measurability alone determine what gets funded. Don’t manage brand out of existence just because it’s hard to put a precise number on.

How do you connect brand to business outcomes?

While brand resists precise attribution, you can connect it to outcomes directionally:

• Branded search and direct traffic → pipeline. Rising branded demand (inbound from people seeking you) is brand producing measurable demand.
• Brand lift → conversion improvements. As brand grows, watch whether conversion and efficiency improve across channels.
• Self-reported attribution. Asking buyers how they heard of you and why they chose you often surfaces brand’s role that tracking misses.
• CAC trends over time. A strengthening brand should, over time, reduce blended acquisition costs.
• Long-term correlation. Track brand indicators against business results over long periods to see the relationship.

The measurement is directional and long-term, not precise and immediate — you’re building a picture of whether brand is contributing over time, using proxies, self-reported data, and trends rather than clean attribution. This is the honest way to connect brand to outcomes: imperfect but real, versus either false precision or no measurement at all.

How do you measure brand directionally?

The practical approach given brand’s measurement challenge:

• Track a set of indicators over time. No single metric, but a dashboard of brand signals (awareness, branded search, share of voice, direct traffic, sentiment) watched for trends.
• Focus on direction, not precision. Is brand building or not? The trend matters more than any exact figure.
• Use research periodically. Awareness and perception studies for a direct read that behavioral proxies can’t give.
• Accept imperfection. Directional, imperfect measurement of something valuable beats precise measurement of something trivial — or no measurement at all.

Directional measurement gives brand enough visibility to justify and guide investment without pretending to a precision it can’t have. The goal is knowing whether brand is trending in the right direction and contributing over time — not a false last-click number.

Field note: The measurement problem is where brand quietly dies in most B2B companies, and it dies through a subtle logic error: “we can’t measure brand, so we can’t justify investing in it, so we’ll put the money into performance where we can prove ROI.” Each step sounds reasonable, and the conclusion is disastrous — you’ve just decided to under-fund one of your most valuable assets because it’s inconvenient to measure. The error is treating measurability as a proxy for value, when they’re entirely different things: brand is hard to measure and highly valuable, while plenty of easily-measured metrics are worthless. The mature response isn’t to demand brand prove itself with performance-marketing precision (it can’t, and shouldn’t have to); it’s to measure brand well enough — directionally, through awareness, branded search, share of voice, and trends over time — to guide investment, while accepting that the precision you get from a click-through rate simply doesn’t exist for brand. Companies that insist on measuring brand like performance end up not measuring it at all, then not funding it, then wondering why they’re invisible to their future market. Measure brand for what it is — a long-term asset with directional indicators — not for what it isn’t.

Honest limitations

• Measurement stays imperfect. Even done well, brand measurement is directional, not precise — you can’t attribute brand like a last-click conversion, and shouldn’t try.
• Proxies aren’t the whole picture. Branded search and direct traffic indicate brand but don’t fully capture it; no proxy is complete.
• Research costs effort. Awareness and lift studies take resources; not every company runs them regularly.
• Attribution to outcomes is fuzzy. Connecting brand to pipeline and revenue is directional and long-term, requiring patience and interpretation.
• It requires valuing the unmeasurable. Ultimately, funding brand means valuing something you can’t measure cleanly — a discipline that resists the measurement bias.

Frequently Asked Questions

Q1. Why is brand hard to measure?

Because brand’s impact is long-term (building over months and years, disconnected in time from the activity), indirect (working through other things like lifting conversion rather than a direct conversion), invisible to last-click attribution (the buyer converts through a “measurable” channel while brand’s role goes uncredited), and diffuse (spread across many touchpoints). These properties defeat conventional marketing measurement, making brand perhaps the hardest investment to measure precisely.

Q2. What metrics measure brand?

Brand awareness (do buyers know you), branded search volume (are people searching for you specifically), share of voice (your presence versus competitors), brand lift (change in awareness/perception from brand efforts), direct traffic, brand sentiment, and branded pipeline. None perfectly captures brand, but together and over time they paint a directional picture of brand health — branded search and direct traffic being especially useful measurable proxies.

Q3. What is brand awareness and how do you track it?

Brand awareness is the extent to which buyers know your brand exists and recognize it — the foundational brand metric, since a brand no one knows can’t drive preference. It’s measured through research (surveys on awareness/recognition) for a direct read, plus behavioral proxies like branded search volume, direct traffic, and mentions. Brand lift studies measure the change in awareness attributable to brand efforts.

Q4. What is the measurable-vs-meaningful trap?

It’s confusing what’s easily measurable with what’s meaningful, and neglecting brand because it’s hard to measure. Because performance marketing is precisely measurable and brand isn’t, teams fund the measurable, mistaking measurability for importance — but brand can be enormously valuable while hard to measure. Abandoning brand because it resists clean measurement means neglecting something valuable for something merely trackable.

Q5. How do you connect brand to business outcomes?

Directionally — rising branded search and direct traffic as brand producing measurable demand, brand lift alongside conversion improvements across channels, self-reported attribution (asking buyers how they heard of you), CAC trends over time (a strengthening brand should reduce blended acquisition costs), and long-term correlation of brand indicators with results. The measurement is directional and long-term, not precise and immediate.

Q6. Should you stop investing in brand because it’s hard to measure?

No — that’s the measurable-vs-meaningful trap and exactly how brand gets under-funded. Brand is hard to measure and highly valuable; measurability isn’t a proxy for value. The mature response is to measure brand well enough (directionally, through awareness, branded search, and trends) to guide investment, while accepting it can’t have performance-marketing precision — not to demand impossible precision and then not fund it.

Q7. How do you measure brand directionally?

Track a set of brand indicators (awareness, branded search, share of voice, direct traffic, sentiment) over time as a dashboard, focus on direction (is brand building?) rather than exact figures, use periodic research for a direct perception read, and accept imperfection — directional measurement of something valuable beats precise measurement of something trivial. The goal is knowing whether brand is trending right and contributing over time.

Sources & further reading

• Measure brand directionally with indicators like awareness, branded search, share of voice, and brand lift, tracked over time.
• Don’t confuse measurable with meaningful or abandon brand because it’s hard to measure; connect it to outcomes directionally and validate over time.

This guide is educational; brand measurement is inherently directional and imperfect, so measure it well enough to guide investment and validate trends against your own results.

Related guides: Brand Strategy for B2B SaaS · Brand vs. Demand Generation: Finding the Balance · Marketing Analytics & Reporting for B2B SaaS · Multi-Touch Attribution for B2B SaaS · Measuring Content & SEO ROI for B2B SaaS.

Ishan Manchanda

Turning Clicks into Pipeline for B2B SaaS