AI frequency words

Flagged	Fix
delve, delves, delved, delving	look at, examine
tapestry	describe the actual parts
realm	area, field
embark, embarks, embarked, embarking	start
beacon	rewrite
testament to	shows, proves
robust	reliable, or the measured property
comprehensive	complete, full
cutting-edge	latest, or name the version
leverage, leverages, leveraged, leveraging (verb)	use
pivotal	important, or say what depends on it
meticulous, meticulously	careful
seamless, seamlessly	works without X, name X
nestled	is in, sits
vibrant	describe what is active
thriving	growing, or cite a number
showcases, showcasing (verb)	shows
deep dive	look at, examine
dive into	look at
bustling	busy
intricate, intricacies	complex, or name the complexity
ever-evolving	changing
daunting	hard
holistic, holistically	complete, or list what is included
actionable	practical, or drop
impactful	effective, or name the effect
learnings	lessons, findings
thought leader, thought leadership	expert, or name the work
best practices	what works, the standard approach
synergy, synergies	describe the combined effect
interplay	relationship
symphony (as metaphor)	describe the coordination
state-of-the-art	name the benchmark
world-class, best-in-class	cite a comparison
future-proof	say what changes it survives
empower, empowers, empowered, empowering	let, enable
crucial	important, or say what breaks without it
incredibly	cut
competitive edge	name the advantage
vast experience	years and scope
excited to announce	state the fact
humbled	cut
paradigm	model, approach
load-bearing, load bearing (as metaphor)	essential, or say what breaks without it
underscores the, underscored how, underscore that, underscores why	shows
the landscape, today's landscape, current landscape, evolving landscape, competitive landscape, digital landscape, tech landscape, business landscape, AI landscape, landscape of	field, market, or cut

Flagged (tier 2)	Fix
harness, harnesses, harnessed, harnessing	use
navigate, navigates, navigating	handle, or name the work
foster, fosters, fostering	build, cause
elevate, elevates, elevated	improve, raise
unleash, unleashes, unleashed, unleashing	release, start
streamline, streamlines, streamlined	simplify, speed up
bolster, bolsters, bolstered, bolstering	strengthen, add to
spearhead, spearheads, spearheaded, spearheading	lead
resonate with, resonates with	matches, appeals to
facilitate, facilitates, facilitated	help, run
underpin, underpins, underpinning	supports
nuanced	name the difference
multifaceted	list the parts
ecosystem	the tools, the parts
myriad, plethora	many, or the number
encompass, encompasses, encompassed	includes, covers
catalyze, catalyzes, catalyzed, catalyst for	causes
reimagine, reimagines, reimagined	redesign
galvanize, galvanizes, galvanized	prompt, spur
augment, augments, augmented, augmenting	add to
cultivate, cultivates, cultivated	build, grow
illuminate, illuminates	shows, explains
elucidate, elucidates	explain
juxtapose, juxtaposes, juxtaposed	compare
cornerstone	the main part
paramount	most important
poised to	about to, or say when
burgeoning	growing
nascent	new, early
quintessential	typical
overarching	main, general
transformative	describe the change

Tier-2 verbs and nouns report only when two or more of them share a paragraph, so a single ordinary use stays quiet. load-bearing before a structural noun (wall, beam, column, joist, truss, member, footing, slab, stud, partition, masonry, lintel, pier, rafter, girder, capacity), with up to one adjective in between, is building terminology and stays unflagged. bearing down, bearing on, and bearing upon are the literal verb and stay unflagged.