AIStoryHub

Open Resource · AI Writing

AI Clichés Corpus

AI reaches for the same words every time. This corpus tracks 574 of them, pulled from Kobak et al.'s analysis of 14 million PubMed abstracts, direct Claude and GPT testing, and thousands of chapters generated on the AIStoryHub platform.

Download JSON
v1.4·2026-06-09·574 entries

574 entries

TermConfidenceStrength
delveStrong tell
99
tapestryStrong tell
97
it's important to noteStrong tell
96
multifacetedStrong tell
95
landscapeModerate tell
94
nuancedModerate tell
93
pivotalStrong tell
92
realmStrong tell
91
ElaraStrong tell
90
leverageStrong tell
90
underscoreStrong tell
89
Marcus ChenStrong tell
88
embark on a journeyStrong tell
87
holistic approachStrong tell
86
Elara VossStrong tell
85
it's worth notingStrong tell
84
streamlineStrong tell
83
Sarah ChenStrong tell
82
fosterStrong tell
82
robustStrong tell
81
Elena VasquezStrong tell
80
resonateStrong tell
80
elevateStrong tell
79
As an AI language modelStrong tell
75
As of my last knowledge updateStrong tell
75
certainly! here'sStrong tell
75
I cannot fulfill this requestStrong tell
75
I do not have access to real-timeStrong tell
75
I don't have personal opinionsStrong tell
75
I don't have the ability toStrong tell
75
I'd be happy to assist you with thatStrong tell
75
I'm just an AIStrong tell
75
I'm sorry, but I cannotStrong tell
75
please note that I am an AIStrong tell
75
don't hesitate to reach outStrong tell
75
I hope this email finds you wellStrong tell
75
I hope this message finds you wellStrong tell
75
I hope you're doing wellStrong tell
75
I trust this email finds you wellStrong tell
75
I wanted to reach outStrong tell
75
I'm reaching out becauseStrong tell
75
Agree?Strong tell
75
And honestly? That's okay.Strong tell
75
Here's why that matters:Strong tell
75
I'll say it louder for the people in the backStrong tell
75
Let that sink inStrong tell
75
Let's dive in 🧵Strong tell
75
Read that againStrong tell
75
Thoughts?Strong tell
75
Bolded-term bullet (**Term:** restated definition)Strong tell
75
Emoji as structural scaffolding (rocket/bulb/check bullets)Strong tell
75
Kira VossStrong tell
75
Challenges-and-prospects pivot (Despite challenges, opportunities abound)Strong tell
75
Compulsive hedging / false balanceStrong tell
75
Editorializing markers (it is worth noting / as we will see)Strong tell
75
Significance inflation (sentence-level)Strong tell
75
Sycophantic flattery ("Great question!", "You're absolutely right!")Strong tell
75
Throat-clearing openers (Let me be clear / Before we dive in)Strong tell
75
Vague authority attribution (experts argue / studies suggest)Strong tell
75
Community frame ("Whether you're a founder, a marketer, or...")Strong tell
75
Reveal setup ("Here's the thing...")Strong tell
75
Temporal-landscape opener ("In today's landscape...")Strong tell
75
World-state opener ("In a world where...")Strong tell
75
"No X. No Y. No Z." constructionStrong tell
75
AI Sentence DNA arc (opening -> expansion -> contrast -> resolution)Strong tell
75
Choppy fragment pairs ("All the X. None of the Y.")Strong tell
75
Contrastive negation: "It's not just X, it's Y"Strong tell
75
False ranges ("From X to Y")Strong tell
75
Imperative-then-payoff ("Stop doing X. Start doing Y.")Strong tell
75
Motivational cadence (claim -> expansion -> imperative payoff)Strong tell
75
Negative parallelism: "not only X but also Y"Strong tell
75
Staccato one-word sentences ("Simple. Effective. Easy.")Strong tell
75
a growing body of researchStrong tell
75
has garnered significant attentionStrong tell
75
paving the way forStrong tell
75
sheds light onStrong tell
75
a gateway toStrong tell
75
at the forefront ofStrong tell
75
bring to the tableStrong tell
75
in a nutshellStrong tell
75
low-hanging fruitStrong tell
75
move the needleStrong tell
75
take it to the next levelStrong tell
75
think outside the boxStrong tell
75
thought leaderStrong tell
75
when all is said and doneStrong tell
75
a key takeaway isStrong tell
75
food for thoughtStrong tell
75
last but not leastStrong tell
75
let's unpackStrong tell
75
speaks volumesStrong tell
75
this highlights the fact thatStrong tell
75
this underscores the importance ofStrong tell
75
to put it simplyStrong tell
75
Absolutely!Strong tell
75
As we move forwardStrong tell
75
At the end of the dayStrong tell
75
Certainly!Strong tell
75
Feel free to reach outStrong tell
75
Great question!Strong tell
75
Happy [verb]-ing!Strong tell
75
I hope this helps! Let me know if you have any questionsStrong tell
75
I'd be happy to helpStrong tell
75
Imagine a world whereStrong tell
75
In conclusionStrong tell
75
Let me break this down for youStrong tell
75
Only time will tellStrong tell
75
Picture this:Strong tell
75
That's a really interesting point.Strong tell
75
The key takeaway here isStrong tell
75
The possibilities are endlessStrong tell
75
To sum upStrong tell
75
Ultimately the choice is yoursStrong tell
75
You raise a valid concern.Strong tell
75
it depends on various factorsStrong tell
75
there are several considerationsStrong tell
75
this is a complex topic with no single answerStrong tell
75
a testament toStrong tell
75
actionable insightsStrong tell
75
best practicesStrong tell
75
best-in-classStrong tell
75
bridging the gap betweenStrong tell
75
built for tomorrowStrong tell
75
crafted with precisionStrong tell
75
designed to enhanceStrong tell
75
drive innovationStrong tell
75
driven by innovationStrong tell
75
empowering the next generationStrong tell
75
end-to-endStrong tell
75
engineered for excellenceStrong tell
75
fueled by passionStrong tell
75
game changerStrong tell
75
harness the power ofStrong tell
75
inflection pointStrong tell
75
next-generationStrong tell
75
paradigm shiftStrong tell
75
pushing the boundaries ofStrong tell
75
redefining what's possibleStrong tell
75
revolutionizing the way weStrong tell
75
scalable solutionStrong tell
75
seamlessly integratedStrong tell
75
shaping the futureStrong tell
75
take a deep dive intoStrong tell
75
the intersection ofStrong tell
75
unleash your potentialStrong tell
75
unlock the power ofStrong tell
75
unlock the secretsStrong tell
75
where innovation meetsStrong tell
75
boundlessStrong tell
75
bustlingStrong tell
75
captivatingStrong tell
75
commendableStrong tell
75
comprehensiveStrong tell
75
cutting-edgeStrong tell
75
dauntingStrong tell
75
ever-changingStrong tell
75
ever-evolvingStrong tell
75
expansiveStrong tell
75
fast-pacedStrong tell
75
futuristicStrong tell
75
game-changingStrong tell
75
groundbreakingStrong tell
75
holisticStrong tell
75
immersiveStrong tell
75
innovativeStrong tell
75
integralStrong tell
75
intricateStrong tell
75
intrinsicStrong tell
75
iterativeStrong tell
75
limitlessStrong tell
75
meticulousStrong tell
75
monumentalStrong tell
75
next-levelStrong tell
75
profoundStrong tell
75
quintessentialStrong tell
75
renownedStrong tell
75
resilientStrong tell
75
revolutionaryStrong tell
75
scalableStrong tell
75
seamlessStrong tell
75
state-of-the-artStrong tell
75
timelessStrong tell
75
transformativeStrong tell
75
unparalleledStrong tell
75
unprecedentedStrong tell
75
vibrantStrong tell
75
visionaryStrong tell
75
world-classStrong tell
75
beaconStrong tell
75
confluenceStrong tell
75
continuumStrong tell
75
cornerstoneStrong tell
75
crucibleStrong tell
75
ecosystemStrong tell
75
fabricStrong tell
75
facetStrong tell
75
frontierStrong tell
75
impetusStrong tell
75
interplayStrong tell
75
kaleidoscopeStrong tell
75
labyrinthStrong tell
75
modalityStrong tell
75
mosaicStrong tell
75
nexusStrong tell
75
paradigmStrong tell
75
symphonyStrong tell
75
synergyStrong tell
75
testamentStrong tell
75
touchpointStrong tell
75
treasure troveStrong tell
75
accentuateStrong tell
75
anchorStrong tell
75
augmentStrong tell
75
boastStrong tell
75
bolsterStrong tell
75
catalyzeStrong tell
75
championStrong tell
75
consolidateStrong tell
75
cultivateStrong tell
75
curateStrong tell
75
dive intoStrong tell
75
elucidateStrong tell
75
embarkStrong tell
75
encompassStrong tell
75
enhanceStrong tell
75
enrichStrong tell
75
evokeStrong tell
75
exemplifyStrong tell
75
facilitateStrong tell
75
galvanizeStrong tell
75
garnerStrong tell
75
harmonizeStrong tell
75
harnessStrong tell
75
highlightStrong tell
75
igniteStrong tell
75
illuminateStrong tell
75
immerseStrong tell
75
infuseStrong tell
75
manifestStrong tell
75
mitigateStrong tell
75
navigateStrong tell
75
pave the wayStrong tell
75
propagateStrong tell
75
reframeStrong tell
75
reimagineStrong tell
75
reinforceStrong tell
75
revolutionizeStrong tell
75
showcaseStrong tell
75
spearheadStrong tell
75
synthesizeStrong tell
75
transcendStrong tell
75
transformStrong tell
75
underpinStrong tell
75
unlockStrong tell
75
unveilStrong tell
75
utilizeStrong tell
75
cements its statusStrong tell
75
continues to captivateStrong tell
75
contributes to the broaderStrong tell
75
highlights the importance ofStrong tell
75
holds the distinction ofStrong tell
75
is a testament toStrong tell
75
leaves a lasting impactStrong tell
75
marks a significant shiftStrong tell
75
marks a turning pointStrong tell
75
plays a crucial roleStrong tell
75
plays a pivotal roleStrong tell
75
plays a significant roleStrong tell
75
plays a vital roleStrong tell
75
reflects a broaderStrong tell
75
represents a paradigm shiftStrong tell
75
serves as a reminderStrong tell
75
serves as a testamentStrong tell
75
sets the stage forStrong tell
75
solidifies its position asStrong tell
75
stands as a testament toStrong tell
75
underscores its importanceStrong tell
75
underscores the need forStrong tell
75
as we've seenStrong tell
75
at its coreStrong tell
75
from a broader perspectiveStrong tell
75
here's the thingStrong tell
75
in essenceStrong tell
75
in light ofStrong tell
75
in the realm ofStrong tell
75
in this contextStrong tell
75
it is important to understandStrong tell
75
it should be notedStrong tell
75
needless to sayStrong tell
75
on the other handStrong tell
75
that being saidStrong tell
75
when it comes toStrong tell
75
with that in mindStrong tell
75
a feast for the sensesStrong tell
75
breathtakingStrong tell
75
charmingStrong tell
75
deeply rootedStrong tell
75
enduring legacyStrong tell
75
hidden gemStrong tell
75
lasting legacyStrong tell
75
leaves a lasting impressionStrong tell
75
must-seeStrong tell
75
must-visitStrong tell
75
nestledStrong tell
75
picturesqueStrong tell
75
profound heritageStrong tell
75
rich cultural heritageStrong tell
75
rich historyStrong tell
75
rich tapestryStrong tell
75
steadfast dedicationStrong tell
75
stunning natural beautyStrong tell
75
vibrant cultureStrong tell
75
as businesses navigate the evolvingStrong tell
75
as the world becomes increasinglyStrong tell
75
in an age ofStrong tell
75
in an ever-changing landscapeStrong tell
75
in an ever-evolving worldStrong tell
75
in the era ofStrong tell
75
in the modern eraStrong tell
75
in today's competitive environmentStrong tell
75
in today's digital ageStrong tell
75
in today's fast-paced worldStrong tell
75
in today's rapidly evolving landscapeStrong tell
75
more than ever beforeStrong tell
75
now more than everStrong tell
75
with the rise ofStrong tell
75
EldoriaStrong tell
72
Aldric WayfarerStrong tell
70
VossStrong tell
68
always consult a professionalModerate tell
50
I cannot provideModerate tell
50
It's important to remember thatModerate tell
50
as per our conversationModerate tell
50
at your earliest convenienceModerate tell
50
just following upModerate tell
50
looking forward to hearing from youModerate tell
50
per my last emailModerate tell
50
thank you for reaching outModerate tell
50
Hot take:Moderate tell
50
Let's normalizeModerate tell
50
Plot twist:Moderate tell
50
The result?Moderate tell
50
This is everythingModerate tell
50
Unpopular opinion:Moderate tell
50
"In conclusion"-style closing headerModerate tell
50
Bold-as-textbook (reflexive bolding in prose)Moderate tell
50
Em-dash overuseModerate tell
50
Over-structured everything (header per paragraph)Moderate tell
50
Uniform paragraph lengthModerate tell
50
CaldrisModerate tell
50
Kael VossModerate tell
50
MeridianModerate tell
50
SarenyaModerate tell
50
StormweaverModerate tell
50
ValdrinModerate tell
50
VantrossModerate tell
50
WandermereModerate tell
50
WayfarerModerate tell
50
AriaModerate tell
50
EleanorModerate tell
50
KiraModerate tell
50
LyraModerate tell
50
MaeveModerate tell
50
MaraModerate tell
50
SeraphinaModerate tell
50
ZaraModerate tell
50
AldricModerate tell
50
AricModerate tell
50
CassianModerate tell
50
ErasmusModerate tell
50
KaelModerate tell
50
KaiModerate tell
50
MarcusModerate tell
50
RowanModerate tell
50
ThaddeusModerate tell
50
TheronModerate tell
50
BlackwoodModerate tell
50
CastellanoModerate tell
50
ChenModerate tell
50
KincaidModerate tell
50
KowalskiModerate tell
50
MarchettiModerate tell
50
NightshadeModerate tell
50
SterlingModerate tell
50
ThorneModerate tell
50
VanceModerate tell
50
VasquezModerate tell
50
VexModerate tell
50
Eleanor VanceModerate tell
50
Elena RodriguezModerate tell
50
Elena VossModerate tell
50
Mara ChenModerate tell
50
Michael ChenModerate tell
50
Agreement mirroring (flips position to match the reader)Moderate tell
50
Assumed consensus ("As we all know")Moderate tell
50
Both-sides non-answer (lists pros and cons, won't decide)Moderate tell
50
Clean summary close (every paragraph bows itself off)Moderate tell
50
Definition-first opening ("X, at its core, is...")Moderate tell
50
Disclaimer stackingModerate tell
50
Empathy preface ("I understand this can be frustrating")Moderate tell
50
Faux-Socratic mid-essay question ("But what does this really mean?")Moderate tell
50
Generic, unfalsifiable evidence (a leading firm)Moderate tell
50
Manufactured stakes / urgencyModerate tell
50
No intellectual wrong turns (frictionless thesis)Moderate tell
50
Numbered key-takeaways wrapModerate tell
50
Over-signposting ("First... Second... Finally...")Moderate tell
50
Reassurance close ("You've got this!")Moderate tell
50
Restating the prompt as the opening lineModerate tell
50
Symmetric / uniform developmentModerate tell
50
Candor opener ("Let's be honest...")Moderate tell
50
Confession opener ("I used to think X. I was wrong.")Moderate tell
50
Contrarian opener ("Most people believe X. They're wrong.")Moderate tell
50
Curiosity hook ("Have you ever wondered...")Moderate tell
50
Direct-imperative opener ("Stop doing X.")Moderate tell
50
Empathy opener ("If you've ever struggled with...")Moderate tell
50
Statistic opener ("Studies show that X% of...")Moderate tell
50
Urgency frame ("The window for X is closing.")Moderate tell
50
"Enter [X]." dramatic introductionModerate tell
50
"X. Y. Z." three-fragment payoff lineModerate tell
50
Anaphora (same opening word repeated across sentences)Moderate tell
50
Aphorism stacking (abstract declaratives in a row)Moderate tell
50
Bold-hook opener + short punchy lines (social-post shape)Moderate tell
50
Colon reveal ("The result: X.")Moderate tell
50
Complex prepositional padding ("taking into account", "in the context of")Moderate tell
50
Copulative avoidance (serves as / stands as / represents)Moderate tell
50
Hedge-then-assertModerate tell
50
Paradox line ("The more you X, the less you Y")Moderate tell
50
Participial padding (-ing tails restating the sentence)Moderate tell
50
Resolved / over-perfect analogiesModerate tell
50
Rule of three / tricolon compulsionModerate tell
50
Two-sentence negation (X. However, Y.)Moderate tell
50
a wide range ofModerate tell
50
further research is neededModerate tell
50
in recent yearsModerate tell
50
it is worth mentioningModerate tell
50
remains to be seenModerate tell
50
the present studyModerate tell
50
to the best of our knowledgeModerate tell
50
boil the oceanModerate tell
50
circle backModerate tell
50
double down onModerate tell
50
hit the ground runningModerate tell
50
on the same pageModerate tell
50
signal vs noiseModerate tell
50
the bottom line isModerate tell
50
touch baseModerate tell
50
first and foremostModerate tell
50
in additionModerate tell
50
more importantlyModerate tell
50
moving forwardModerate tell
50
on a larger scaleModerate tell
50
overallModerate tell
50
simply putModerate tell
50
the reality isModerate tell
50
when you zoom outModerate tell
50
arguablyModerate tell
50
broadly speakingModerate tell
50
generally speakingModerate tell
50
in many casesModerate tell
50
it could be arguedModerate tell
50
it's worth mentioningModerate tell
50
results may varyModerate tell
50
to some extentModerate tell
50
while this may varyModerate tell
50
adaptiveModerate tell
50
compellingModerate tell
50
crucialModerate tell
50
dynamicModerate tell
50
enduringModerate tell
50
essentialModerate tell
50
keenModerate tell
50
rapidlyModerate tell
50
vitalModerate tell
50
catalystModerate tell
50
constructModerate tell
50
discourseModerate tell
50
domainModerate tell
50
ethosModerate tell
50
frameworkModerate tell
50
horizonModerate tell
50
iterationModerate tell
50
matrixModerate tell
50
mechanismModerate tell
50
narrativeModerate tell
50
schemaModerate tell
50
spectrumModerate tell
50
trajectoryModerate tell
50
advocateModerate tell
50
aggregateModerate tell
50
alignModerate tell
50
amplifyModerate tell
50
benchmarkModerate tell
50
bridgeModerate tell
50
calibrateModerate tell
50
differentiateModerate tell
50
distillModerate tell
50
elaborateModerate tell
50
empowerModerate tell
50
enableModerate tell
50
ensureModerate tell
50
evaluateModerate tell
50
evolveModerate tell
50
formulateModerate tell
50
mediateModerate tell
50
orchestrateModerate tell
50
reconcileModerate tell
50
additionallyModerate tell
50
alternativelyModerate tell
50
consequentlyModerate tell
50
essentiallyModerate tell
50
firstlyModerate tell
50
furthermoreModerate tell
50
howeverModerate tell
50
importantlyModerate tell
50
indeedModerate tell
50
moreoverModerate tell
50
nonethelessModerate tell
50
notablyModerate tell
50
similarlyModerate tell
50
American-English default (-ize / dropped 'u')Context-dependent
30
Horizontal-rule dividers between every sectionContext-dependent
30
Perfectly parallel listsContext-dependent
30
Reflexive Oxford commaContext-dependent
30
Title Case In Every Section HeadingContext-dependent
30
Title-case template headers / "In this article" framingContext-dependent
30
CharlotteContext-dependent
30
ClaraContext-dependent
30
ElenaContext-dependent
30
EvelynContext-dependent
30
IsabellaContext-dependent
30
LenaContext-dependent
30
MayaContext-dependent
30
MiraContext-dependent
30
SarahContext-dependent
30
DanielContext-dependent
30
JulianContext-dependent
30
MateoContext-dependent
30
MichaelContext-dependent
30
SebastianContext-dependent
30
ThomasContext-dependent
30
HargreavesContext-dependent
30
HartleyContext-dependent
30
HayesContext-dependent
30
NguyenContext-dependent
30
PatelContext-dependent
30
ReedContext-dependent
30
RodriguezContext-dependent
30
Elegant variation (renaming the same referent)Context-dependent
30
Relentless second personContext-dependent
30
Tacked-on call to actionContext-dependent
30
Rhetorical-question openerContext-dependent
30
Sentence-initial And/But for manufactured momentumContext-dependent
30
playbookContext-dependent
30
at the same timeContext-dependent
30
in other wordsContext-dependent
30
perhapsContext-dependent
30
somewhatContext-dependent
30
tends toContext-dependent
30
typicallyContext-dependent
30
findingsContext-dependent
30
potentialContext-dependent
30
blendContext-dependent
30
discernContext-dependent
30
discoverContext-dependent
30
emulateContext-dependent
30
engageContext-dependent
30
exploreContext-dependent
30
interpretContext-dependent
30
ponderContext-dependent
30
scaffoldContext-dependent
30
generallyContext-dependent
30
specificallyContext-dependent
30
thereforeContext-dependent
30
thusContext-dependent
30

Primary study

Kobak et al. 2024 — arXiv:2406.07016. Frequency analysis of 14M PubMed abstracts (2010–2024) measuring LLM-associated vocabulary inflation.

Download v1.4