Here's a quick test worth trying on your own ads. Cover up the logo and the product name. Read just the headline and body copy. Could someone tell which specific SaaS product this is for, or could it just as easily be describing five other tools in the same category?
For a lot of B2B SaaS ad copy, the honest answer is no. Phrases like streamline your workflow, boost productivity, and all in one platform show up so often across the category that they've stopped meaning anything specific to any one product.
Why generic copy happens even with good writers
Generic copy usually isn't a skill problem. It happens when copy gets written from a general sense of the category instead of from something specific about the actual product or the actual buyer. Writing quickly under deadline pressure naturally pulls toward familiar phrases, since they're easy to write and easy to approve.
Start from a real complaint, not a feature list
A feature list describes what a product does. A real customer complaint describes what buyers actually feel when a competitor fails them. Copy built around resolving something real people have actually complained about, missing a specific integration, a support ticket that went nowhere, a dashboard that got too complicated, tends to feel specific automatically, simply because it's grounded in something true rather than something generic.
Use the buyer's own language, not marketing language
Technical buyers describe their problems in a specific, practical way. Nobody actually thinks in phrases like unlock your potential. They think in phrases like our alerts keep firing at 2am for nothing. Ad copy that mirrors how a buyer actually talks about their problem reads as far more credible than copy that sounds like it was written for a template.
Be specific enough that a competitor couldn't run the same ad
A useful gut check is whether a direct competitor could take your headline and swap in their own logo without changing a word. If yes, the copy isn't saying anything specific enough to be yours. Naming an actual capability, an actual number, or an actual outcome makes copy much harder to copy paste onto someone else's product.
Cut the words that could apply to literally anything
Words like powerful, robust, seamless, and cutting edge sound confident but say nothing measurable. Replacing a vague claim with a specific detail, not powerful automation but automation that cuts manual review from four hours to twenty minutes, gives a reader something real to evaluate instead of something to skim past.
Match the copy's tone to where someone is in their decision
A cold audience seeing your brand for the first time needs a different kind of copy than someone who already read three of your blog posts last week. Infinall's guide on why LinkedIn ads stop converting after sixty days touches on a related issue, copy and creative that never adjusts even as the audience's relationship to the brand changes over time.
Let real evidence do the persuading instead of adjectives
A specific number, a real review quote, or a concrete before and after almost always persuades more effectively than a string of positive adjectives stacked together. Infinall's guide on doing competitor ad research without a paid tool covers how to actually find the kind of specific complaints and gaps that make for genuinely differentiated copy, rather than guessing at what might resonate.
FAQs
Q: Why does so much B2B SaaS ad copy sound the same?
It's usually written from a general sense of the category rather than something specific to the product or buyer, which naturally pulls toward familiar, overused phrases.
Q: What's a quick way to test if my copy is too generic?
Cover the logo and product name. If the copy could describe several competitors equally well, it's not specific enough yet.
Q: Should ad copy start from features or from complaints?
Starting from a real customer complaint tends to produce more specific, credible copy than starting from a feature list.
Q: How do I find the buyer's actual language instead of marketing language?
Real reviews, support tickets, and community discussions usually reveal how buyers actually describe their problems, in their own words.
Q: What words should I avoid in ad copy?
Vague, unmeasurable words like powerful, seamless, and cutting edge. Replacing them with specific details gives readers something concrete to evaluate.
Q: Does the same copy work for a cold and a warm audience?
No. Copy should shift depending on how familiar someone already is with your brand, rather than staying identical across every stage.
Q: Is using a real number always better than a general claim?
Usually yes. A specific number or outcome tends to persuade more effectively than a string of positive but vague adjectives.
Q: How can competitor research help make copy more specific?
It surfaces real gaps and complaints that competitors haven't addressed, giving you something genuinely differentiated to write from.