I was out of ideas I could publish. After several rejected pitches in a row, I went fishing for signals in a recommended place—sales calls.
I learned that AI implementations get messy, and they force organizations to articulate decisions that had previously lived in people’s heads.
Following that hunch, I interviewed two SMEs and wrote the piece. When I tried to amplify it, leadership wanted it removed instead.
I had written an article about invisible rules. Then I found one.
You discover the rules by breaking them
Most companies have a sounds-good-on-paper version of what they expect from content marketers. Tell real stories. Differentiate. Build our brand.
Then people watch what happens when someone actually tries.
They see which topics stakeholders greenlight without a second thought, and which trigger an impromptu meeting. They remember which ideas create extra work for the person who suggested them.
These collisions reveal what I call invisible standards: the behavioral rules people infer from what an organization repeatedly rewards, rejects, overrides, burdens, or punishes.
Organizational researchers have their own names for this dynamic.
James Detert and Amy Edmondson call “the taken-for-granted beliefs people develop about when and why speaking up is risky or inappropriate” implicit voice theories.
They argue that these beliefs develop through direct experience and by watching what happens to others.
Jane Dutton and colleagues examined how middle managers assess whether leadership will listen, what consequences might follow, and whether raising something is worth the political or reputational risk. They call it reading the wind.
These labels explain two parts of the same behavior: people learn from experience, then read the environment before acting.
That creates a paradox for marketers. The organization can train you toward the corporate mean while still expecting you to “stand out.”
It’s also an old problem. Man Bites Dog’s 2014 survey of 100 CMOs and senior marketers found 73 percent said their firms did not nurture new ideas, while only 35 percent felt able to shepherd a good idea through without dilution.
More than a decade later, the friction hasn’t budged. Bloomberg Media and Lippincott’s 2026 CMO Outlook, based on 500+ marketing leaders, found 79 percent said bureaucracy getting in the way of decision-making was common.
Companies may ask for different, but they reward “easy to approve.”
The veto happens before the pitch
I once published maybe seven or eight articles for an organization. I wrote closer to fifteen.
Some of those articles deserved to die—one worthwhile idea was ahead of what the product could credibly claim.
Another explored build-versus-buy decisions and acknowledged the legitimate organizational incentives that can make building AI in-house attractive.
Here, the feedback was that it sounded like we were “blaming” buyers. In reality, we were meeting them at the level of their constraints. Sales calls this objection-handling.
If an argument can’t acknowledge why a reasonable customer might make a less-than-ideal choice, are you writing for a real audience or checking a box?
So I moved even closer to sales conversations and internal experts, looking for original signals that didn’t require executive participation.
The first piece was both solid and deliberately safe. The next was much stronger, grounded in a pattern I found across sales calls and tested through SMEs.
Three smart humans, several hours, and reams of sales transcripts—and that was the only piece leadership ever wanted removed.
Every rejected idea up until that point had taught us something about what to propose next. By now, I had enough data points to predict which stories would survive.
Robert Rose describes the same response in content teams. Institutionalized fear, he says, teaches marketers to optimize ideas for leadership approval.
Once that mode activates, the company doesn’t need to kill your ideas. You’ve already learned they don’t need a seat at the table.
Some ideas cost more than others
Not every invisible standard sounds like no. Sometimes it shows up in the price of saying yes.
A marketing manager can own strategy, SEO, writing, video, social, design, and whatever else falls through the cracks.
If every new idea they suggest also becomes another thing they have to execute alone, they eventually learn to keep some ideas to themselves.
The same logic can show up in less obvious ways:
- an experiment may require buy-in from several stakeholders
- a contrarian argument may need twice as much evidence to survive review
- a familiar tactic with clear short-term metrics may be easier to justify than something novel with a less predictable payoff
These conditions don’t explicitly say, “play it safe,” but they certainly make some choices harder to pursue than others.
I ran into a version of this challenge after launching a social-first content strategy.
For the first piece, I found an internal improvement story, interviewed the person closest to the data, and built the premise around what the company had learned in a way prospects could apply to their own situations.
Ultimately, senior leadership decided that acknowledging the original problem could give competitors ammunition—a legitimate concern—but the proposed alternative wasn’t another humanizing “how we did it” story.
It was an SEO article.
So I found another human story instead. That solved the immediate publishing problem, but it also clarified the tradeoff.
The social-first approach asked the organization to tolerate some discomfort in exchange for a less predictable payoff, while the SEO alternative was familiar, easier to measure, and easier to defend internally.
When a new idea or approach consistently demands more justification and political effort than another, the work becomes less about standing out and more about which ideas you can get through the system.
People only see a filtered sample
Invisible standards are hard to diagnose because they change behavior in ways that tend to fly under the radar.
That hook you soften never gets the chance to stop the scroll. The angle you abandon leaves potential influence up for grabs by more adventurous competitors.
Rejected ideas in various states of development collect and fossilize in Google Drive.
By the time leadership looks at what made it onto the calendar, they’re seeing a filtered sample. Whatever didn’t ship isn’t part of the record, and whatever survived becomes the full representation of what the team can do.
That’s true for the audience too. They don’t see the sharper arguments, useful stories, or wacky ideas that became too taxing to defend.
For them, the difference between what shipped and what could have shipped doesn’t exist. They see the brand that remains after these decisions have already been made.
Sometimes that filtered record also becomes part of how individual team members are judged.
Let’s say a marketer brings his manager new ideas and process improvements several times a month.
Before he can act on them, his manager requires approval, and sometimes changes the work even after approving it.
After enough rounds of that, he stops proposing ideas and waits for assignments instead.
His performance review later claims he lacks initiative. The ideas he stopped sharing never make it into that record.
The approval path changes what gets published
It’s tempting to treat this as a matter of courage: marketers should push harder, defend their ideas, and take more risks.
But if the organization makes certain kinds of work politically expensive, someone still has to absorb the downside.
Someone I once worked with understood that and offered me a different route. He’d publish my riskier ideas through his own channels, under his own name.
If leadership got mad, he’d take the heat. If it worked, I’d get the credit.
For a while, that changed what felt possible because I wasn’t carrying the risk alone. But he had his own job, and once he got busy, that cover disappeared.
If you manage marketers while also managing up, sometimes you can provide that cover. A more durable fix is clearing the approval path before anyone invests in the work.
Surface the real constraints while the idea is still cheap to change, and make it clear who gets to weigh in versus who can actually stop the work.
Robert Rose makes a similar case for moving executive approval upstream: get agreement on the concept before the finished deliverable becomes the battleground.
The goal is to stop making people discover the real constraints only after the work is done.
What never made it onto the calendar?
Some stories really are too early, too risky, off-strategy, or unsupported. Companies need boundaries.
When those boundaries stay implicit, people learn them through consequence: repeated rejection, extra approval steps, political friction, or disproportionate blame.
After enough rounds, they stop testing where the boundary is.
If your marketing feels safer than you intended, don’t look to the calendar to diagnose why. Look at what vanished before it got there.
The topics people stopped pitching, the claims they learned to blunt, and the reasonable bets that required more approval than the stakes justified.
Bonus points for the ideas that died because nobody wanted to review them.
Ask what your team’s stopped bringing you. Inventory what you’ve stopped carrying upward. Which constraints are genuinely fixed, and which ones has everyone learned not to challenge?
Your marketing archive is a record of what survived the organization, not what your team thought was worth saying.
The AI implementation piece leadership nuked went back online a few days after the engagement ended—no edits, no new argument, no safer framing.
I’m still not sure what changed. The article didn’t.
